{"id":"W7038534819","doi":"","title":"InCLASS factorial validity: what it entails for research conducted in Quebec&#13;\\non child engagement","year":2023,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Validation test; Factorial; Dimension (graph theory); Factorial analysis; Variance (accounting)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08539804,0.0007267676,0.001046972,0.004164266,0.005818208,0.006489182,0.002239085,0.000903994,0.003386605],"category_scores_gemma":[0.1600014,0.0006742981,0.001568911,0.007376903,0.008457519,0.00275933,0.003603057,0.001247436,0.0003991916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03441578,"about_ca_system_score_gemma":0.04911932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7345415,"about_ca_topic_score_gemma":0.8364488,"domain_scores_codex":[0.9402871,0.02850679,0.004146393,0.004356757,0.01933239,0.003370577],"domain_scores_gemma":[0.7885062,0.09841853,0.02144362,0.02323121,0.06458409,0.003816335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001646695,0.00007179497,0.8845786,0.0004681971,0.0002536762,0.0001090699,0.02786284,0.0003642762,0.0005789361,0.00689917,0.00262878,0.07602005],"study_design_scores_gemma":[0.00001869422,0.0001883162,0.9699754,0.0007688976,0.0001074246,0.0000522987,0.01450979,0.0007489953,0.0004541123,0.001857392,0.01126963,0.00004894479],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902687,0.0033072,0.02178895,0.006998669,0.0005056393,0.001563,0.001896676,0.0001878836,0.06106488],"genre_scores_gemma":[0.9844702,0.0006012234,0.008383764,0.0007626343,0.00006866708,0.001502555,0.0008671342,0.00006715328,0.003276582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654585,"threshold_uncertainty_score":0.5340436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09531442277460135,"score_gpt":0.33299052159485,"score_spread":0.2376760988202486,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}