{"id":"W4406896012","doi":"10.7202/1115480ar","title":"La déshumanisation par le QI","year":2024,"lang":"fr","type":"article","venue":"Revue du CREMIS","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Traditional medicine; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006385771,0.0002646587,0.0003279982,0.00008130031,0.0001371358,0.0002801196,0.0001596857,0.0002292806,0.002855961],"category_scores_gemma":[0.0007978847,0.0002686101,0.0002101433,0.0002252864,0.0001580969,0.000269046,0.0001283315,0.0003247617,0.003999157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891356,"about_ca_system_score_gemma":0.0001526309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003300316,"about_ca_topic_score_gemma":0.00001519276,"domain_scores_codex":[0.9985058,0.0001256132,0.0004504841,0.000375751,0.0002275697,0.0003147586],"domain_scores_gemma":[0.9978149,0.001663874,0.00006678302,0.0002243827,0.00008483414,0.0001452417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000671676,0.000474987,0.0000492348,0.005829034,0.0001983133,0.0005046498,0.003770579,0.000001068266,0.0007850221,0.8250504,0.05199479,0.1113353],"study_design_scores_gemma":[0.0003834373,0.00007109929,0.0002455017,0.006218895,0.000246395,0.0005824907,0.0008246229,0.002085825,0.007687735,0.6371016,0.343953,0.0005994007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1042461,0.02009582,0.02517715,0.02383325,0.002013004,0.0008243011,0.0001173069,0.000614931,0.8230781],"genre_scores_gemma":[0.9071048,0.001115302,0.01325663,0.0002558344,0.001373682,0.00004923129,0.00004098062,0.0001162929,0.0766872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8028587,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568285618804874,"score_gpt":0.2761577065390557,"score_spread":0.250474850351007,"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."}}