diff --git a/NAMESPACE b/NAMESPACE
index a94bb08..97300c3 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -120,7 +120,6 @@ importFrom(EnvStats,stat_n_text)
 importFrom(NatParksPalettes,scale_color_natparks_d)
 importFrom(betapart,beta.pair)
 importFrom(broom,tidy)
-importFrom(broom.mixed,tidy)
 importFrom(cli,cli_abort)
 importFrom(cli,cli_alert)
 importFrom(cli,cli_alert_danger)
@@ -155,6 +154,7 @@ importFrom(lme4,lmer)
 importFrom(magrittr,"%>%")
 importFrom(metafor,rma.mv)
 importFrom(metaviz,viz_funnel)
+importFrom(orchaRd,i2_ml)
 importFrom(parameters,parameters)
 importFrom(parsnip,fit)
 importFrom(parsnip,linear_reg)
@@ -236,6 +236,7 @@ importFrom(stringr,str_remove)
 importFrom(stringr,str_split)
 importFrom(stringr,str_starts)
 importFrom(tibble,as_tibble)
+importFrom(tibble,as_tibble_row)
 importFrom(tibble,column_to_rownames)
 importFrom(tibble,enframe)
 importFrom(tibble,rownames_to_column)
diff --git a/man/generate_rating_subsets.Rd b/man/generate_rating_subsets.Rd
index 2d44e5f..72ca933 100644
--- a/man/generate_rating_subsets.Rd
+++ b/man/generate_rating_subsets.Rd
@@ -39,7 +39,6 @@ Other Multi-dataset Wrapper Functions:
 \code{\link{summarise_variable_counts}()}
 
 Other targets-pipeline functions: 
-\code{\link{make_viz}()},
 \code{\link{prepare_ManyEcoEvo}()},
 \code{\link{prepare_ManyEcoEvo_yi}()},
 \code{\link{prepare_response_variables_yi}()},
diff --git a/man/make_viz.Rd b/man/make_viz.Rd
index d9370fa..d8a7754 100644
--- a/man/make_viz.Rd
+++ b/man/make_viz.Rd
@@ -16,13 +16,6 @@ a nested dataframe grouped by variables \code{exclusion_set}, \code{dataset}, \c
 Computes model summaries, tidy model summaries, model fit stats, funnel plots and forest plots for a dataframe of multiple fitted models
 }
 \seealso{
-Other targets-pipeline functions: 
-\code{\link{generate_rating_subsets}()},
-\code{\link{prepare_ManyEcoEvo}()},
-\code{\link{prepare_ManyEcoEvo_yi}()},
-\code{\link{prepare_response_variables_yi}()},
-\code{\link{prepare_review_data}()}
-
 Other Multi-dataset Wrapper Functions: 
 \code{\link{apply_VZ_exclusions}()},
 \code{\link{compute_MA_inputs}()},
@@ -43,4 +36,3 @@ Other Multi-dataset Wrapper Functions:
 \code{\link{summarise_variable_counts}()}
 }
 \concept{Multi-dataset Wrapper Functions}
-\concept{targets-pipeline functions}
diff --git a/man/prepare_ManyEcoEvo.Rd b/man/prepare_ManyEcoEvo.Rd
index 644e58a..af5bddc 100644
--- a/man/prepare_ManyEcoEvo.Rd
+++ b/man/prepare_ManyEcoEvo.Rd
@@ -41,7 +41,6 @@ Other Multi-dataset Wrapper Functions:
 
 Other targets-pipeline functions: 
 \code{\link{generate_rating_subsets}()},
-\code{\link{make_viz}()},
 \code{\link{prepare_ManyEcoEvo_yi}()},
 \code{\link{prepare_response_variables_yi}()},
 \code{\link{prepare_review_data}()}
diff --git a/man/prepare_ManyEcoEvo_yi.Rd b/man/prepare_ManyEcoEvo_yi.Rd
index 2de1eb4..c70e8ff 100644
--- a/man/prepare_ManyEcoEvo_yi.Rd
+++ b/man/prepare_ManyEcoEvo_yi.Rd
@@ -30,7 +30,6 @@ Prepare ManyEcoEvo raw dataset for out-of-sample predictions
 \seealso{
 Other targets-pipeline functions: 
 \code{\link{generate_rating_subsets}()},
-\code{\link{make_viz}()},
 \code{\link{prepare_ManyEcoEvo}()},
 \code{\link{prepare_response_variables_yi}()},
 \code{\link{prepare_review_data}()}
diff --git a/man/prepare_response_variables_yi.Rd b/man/prepare_response_variables_yi.Rd
index 5205dd2..bf2d385 100644
--- a/man/prepare_response_variables_yi.Rd
+++ b/man/prepare_response_variables_yi.Rd
@@ -32,7 +32,6 @@ Operates on nested list-columns of data. The function back-transforms the respon
 
 Other targets-pipeline functions: 
 \code{\link{generate_rating_subsets}()},
-\code{\link{make_viz}()},
 \code{\link{prepare_ManyEcoEvo}()},
 \code{\link{prepare_ManyEcoEvo_yi}()},
 \code{\link{prepare_review_data}()}
diff --git a/man/prepare_review_data.Rd b/man/prepare_review_data.Rd
index 7c13383..44edbf8 100644
--- a/man/prepare_review_data.Rd
+++ b/man/prepare_review_data.Rd
@@ -20,7 +20,6 @@ Prepare peer-review data from Qualtrics
 \seealso{
 Other targets-pipeline functions: 
 \code{\link{generate_rating_subsets}()},
-\code{\link{make_viz}()},
 \code{\link{prepare_ManyEcoEvo}()},
 \code{\link{prepare_ManyEcoEvo_yi}()},
 \code{\link{prepare_response_variables_yi}()}