{"id":"W4386893187","doi":"10.3917/cerpsy.158.0058","title":"Tous paranos ?","year":2023,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computational biology; Biology","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":[0.0009188702,0.0005721145,0.0005425318,0.0004317745,0.0002715788,0.0002025335,0.000813336,0.0004583281,0.01023453],"category_scores_gemma":[0.0001867904,0.0006758072,0.0004747147,0.003634541,0.000445649,0.0003777801,0.0001621766,0.0006092617,0.6659909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833628,"about_ca_system_score_gemma":0.0001489741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288609,"about_ca_topic_score_gemma":0.0002094314,"domain_scores_codex":[0.9953451,0.0003909837,0.0006996809,0.001049422,0.0007224862,0.001792347],"domain_scores_gemma":[0.997209,0.0002145393,0.0002226502,0.001604859,0.000157336,0.000591629],"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":[0.0001364663,0.0004103922,0.003482381,0.0002065322,0.0002085441,0.0004193555,0.001347374,0.0001981898,0.002716429,0.004847192,0.923344,0.06268313],"study_design_scores_gemma":[0.001802135,0.0001932075,0.07542617,0.0003166465,0.0001335284,0.00007153364,0.0002820799,0.0009217284,0.0003583574,0.008039524,0.9117215,0.0007336218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4978279,0.04383728,0.0001171091,0.04320641,0.04583253,0.001942265,0.001604713,0.004406275,0.3612255],"genre_scores_gemma":[0.451333,0.002309769,0.0005333712,0.001302381,0.003763303,0.0001914217,0.0002787823,0.0008053912,0.5394826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6557564,"threshold_uncertainty_score":0.9995693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0543931698185008,"score_gpt":0.345693307411217,"score_spread":0.2913001375927162,"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."}}