{"id":"W7140355310","doi":"","title":"Présentation","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":["insufficient_payload"],"category_scores_codex":[0.001926488,0.0009787094,0.0006001787,0.002246144,0.003409968,0.009100332,0.001987331,0.004327833,0.7428159],"category_scores_gemma":[0.007582019,0.0003824469,0.0007663377,0.001105123,0.001179922,0.003264956,0.003718327,0.002933615,0.4568261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007364661,"about_ca_system_score_gemma":0.008104954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04488306,"about_ca_topic_score_gemma":0.05628543,"domain_scores_codex":[0.9977704,0.0002124158,0.00008187623,0.000351756,0.001197818,0.0003858447],"domain_scores_gemma":[0.9956996,0.0003500685,0.0001219782,0.0004168536,0.002191474,0.001219954],"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":[0.00002339418,0.000009991545,0.0001221317,0.00005084734,0.000001912774,0.00008124948,0.00007913772,0.00002510749,0.000101067,0.004024384,0.9708391,0.02464172],"study_design_scores_gemma":[0.000004173945,0.00000321334,0.0001808443,0.00004746276,6.750844e-7,0.00004137312,0.0000584292,0.00001838809,0.00004533176,0.000393033,0.9992043,0.000002725296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008279284,0.001809268,0.001084641,0.02547361,0.02116818,0.0003000731,0.006021725,0.001317765,0.9419968],"genre_scores_gemma":[0.003117898,0.0006178689,0.0003131574,0.002726189,0.002057535,0.00009034894,0.001627948,0.0003088907,0.9891402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2571841,"threshold_uncertainty_score":0.366842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009767472499847076,"score_gpt":0.2813238301799464,"score_spread":0.2715563576800993,"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."}}