{"id":"W4404226043","doi":"","title":"Qui sont les élèves doués ?","year":2024,"lang":"fr","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Philosophy","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":[0.002643668,0.0005733381,0.0006890784,0.001823881,0.004017709,0.009549224,0.0007490219,0.00213452,0.04240079],"category_scores_gemma":[0.01015284,0.0004058765,0.0004372981,0.002365511,0.005464533,0.0118246,0.002156984,0.004841201,0.01625268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625339,"about_ca_system_score_gemma":0.002070003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01834508,"about_ca_topic_score_gemma":0.02499948,"domain_scores_codex":[0.9977575,0.000715341,0.00007636665,0.0003497726,0.0005806946,0.000520437],"domain_scores_gemma":[0.9973157,0.0008590295,0.0002876796,0.0001901923,0.0009206326,0.00042667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009533471,0.00002489403,0.002634532,0.0001813431,0.00001800579,0.0004036785,0.01179933,0.0001301794,0.0004706746,0.7534409,0.1136192,0.117182],"study_design_scores_gemma":[0.000006701799,0.00001375616,0.002917014,0.0003488283,0.00001168163,0.0005404124,0.01091822,0.00009425116,0.0001672645,0.07621383,0.9087417,0.00002632932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01746063,0.02680965,0.004526277,0.0849711,0.00539215,0.00003192134,0.0005529959,0.0002010305,0.8600543],"genre_scores_gemma":[0.351891,0.03052696,0.005039096,0.0139448,0.005072364,0.0001236206,0.0003735794,0.0007642154,0.5922645],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04240079,"threshold_uncertainty_score":0.1418448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09866280197990109,"score_gpt":0.3461257216820088,"score_spread":0.2474629197021078,"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."}}