{"id":"W4402012429","doi":"10.1002/aet2.11017","title":"Mean girls","year":2024,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251799,0.0004426094,0.0003249085,0.0005080604,0.004984005,0.002655904,0.0006104978,0.001095302,0.1528732],"category_scores_gemma":[0.002227425,0.0002281018,0.0003207943,0.0003657863,0.00130785,0.001543182,0.003466181,0.002921843,0.0407275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096207,"about_ca_system_score_gemma":0.001140582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804894,"about_ca_topic_score_gemma":0.009627054,"domain_scores_codex":[0.9992915,0.0001188364,0.00001923845,0.000150309,0.0002466449,0.0001734859],"domain_scores_gemma":[0.9992756,0.0001650859,0.00008082306,0.00007569193,0.0001552166,0.0002475925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002424551,0.0001740012,0.005724059,0.0002461233,0.00001453499,0.002245787,0.03712522,0.00008195297,0.004896949,0.20168,0.5914878,0.1560811],"study_design_scores_gemma":[0.000007129896,0.00003593573,0.001534419,0.00005226694,0.000003262344,0.0004939291,0.006103374,0.0000172968,0.0006264289,0.002808213,0.9883097,0.000008021949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04136155,0.00177833,0.0041087,0.04032188,0.009742274,0.0002078788,0.001457758,0.0006234785,0.9003983],"genre_scores_gemma":[0.1145812,0.0008495006,0.002071304,0.01021642,0.000616589,0.0001712686,0.0002962286,0.0004696639,0.8707279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1528732,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07454336773599399,"score_gpt":0.3766669487111938,"score_spread":0.3021235809751999,"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."}}