{"id":"W7140349360","doi":"","title":"Conclusion","year":2025,"lang":"fr","type":"other","venue":"Cairn.info","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cheating; Stereotype (UML); Public place; Stereotype threat","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002974177,0.0006709702,0.0003762783,0.002135909,0.004214798,0.006192139,0.001571708,0.002821168,0.2810884],"category_scores_gemma":[0.009798878,0.0002720929,0.0006772552,0.001637363,0.001388182,0.002432967,0.002662437,0.002352345,0.07663038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01387661,"about_ca_system_score_gemma":0.01813531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2835315,"about_ca_topic_score_gemma":0.2866778,"domain_scores_codex":[0.9965468,0.0004039248,0.0001032219,0.000551305,0.00154699,0.0008478202],"domain_scores_gemma":[0.9941199,0.0006546486,0.0002308505,0.0004158596,0.003384594,0.001194061],"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":[0.0001308399,0.00005490059,0.006556316,0.000318722,0.00002046988,0.0005544139,0.00253782,0.0001877619,0.0004006217,0.05516777,0.8152643,0.118806],"study_design_scores_gemma":[0.00001125247,0.00001072208,0.006489476,0.0002868183,0.000005917049,0.0001686859,0.001652676,0.000064949,0.0001773311,0.002273595,0.9888488,0.000009730942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007824824,0.002039815,0.002468762,0.04066541,0.003209527,0.000227615,0.00593563,0.0006763144,0.9369522],"genre_scores_gemma":[0.08258295,0.002037883,0.002707114,0.01810803,0.0009320941,0.0002645566,0.005630293,0.0004678446,0.8872693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7189116,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005767176708878813,"score_gpt":0.2476634179470008,"score_spread":0.241896241238122,"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."}}