{"id":"W7019709687","doi":"","title":"How social belonging and performance varies across demographic groups in first year students in science courses.","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disengagement theory; Affect (linguistics); Qualitative research; Value (mathematics); Qualitative property; Survey data collection; Social engagement","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":[0.002320338,0.000234659,0.0003737048,0.001903444,0.004115089,0.003208061,0.0006120069,0.0006534461,0.002371611],"category_scores_gemma":[0.008629251,0.0001691412,0.0004056347,0.001128352,0.002080893,0.001508967,0.003144723,0.001140256,0.0004284649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859976,"about_ca_system_score_gemma":0.002049281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05522654,"about_ca_topic_score_gemma":0.1096854,"domain_scores_codex":[0.9982105,0.000384012,0.00008704328,0.0001838611,0.000470908,0.000663784],"domain_scores_gemma":[0.994416,0.0007018077,0.001446267,0.0001832768,0.0006665908,0.00258614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000461531,0.0001870925,0.9496756,0.0000193397,0.00003286845,0.00008107749,0.03649151,0.00002754483,0.0002465628,0.0001978888,0.0004901063,0.01250429],"study_design_scores_gemma":[0.000001307495,0.00008390367,0.9363776,0.00001668521,0.00000666461,0.00004571772,0.06256388,0.00004535022,0.00005590144,0.00009059362,0.0007012447,0.000011167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987112,0.00005799427,0.00002397407,0.0001576445,0.000009976148,0.000006048342,0.00003224941,0.000001699921,0.000999234],"genre_scores_gemma":[0.9994724,0.000046353,0.00001736803,0.00003115352,0.000003758808,0.000006528655,0.000039676,0.000001481808,0.0003810963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05522654,"threshold_uncertainty_score":0.1098102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794040053371856,"score_gpt":0.325546897520998,"score_spread":0.2776064969872794,"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."}}