{"id":"W4307526188","doi":"","title":"Evaluation de la BD TOPO®","year":2002,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies","funders":"","keywords":"Art","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.07741015,0.0005031264,0.000621418,0.000270097,0.00144992,0.0001851171,0.001177753,0.001814788,0.01118284],"category_scores_gemma":[0.04342908,0.0005598938,0.0002689784,0.0006204424,0.000655658,0.0001964182,0.0007804058,0.003647913,0.001361775],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093418,"about_ca_system_score_gemma":0.00722396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181927,"about_ca_topic_score_gemma":0.002871062,"domain_scores_codex":[0.8985553,0.09624518,0.00143614,0.0010737,0.001475815,0.001213902],"domain_scores_gemma":[0.9756165,0.01281157,0.001160264,0.002609191,0.006420454,0.001381981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002039223,0.002079246,0.005809241,0.001518979,0.0001047217,0.000005476068,0.1026429,0.00007818612,0.0003364359,0.141535,0.05878425,0.6870852],"study_design_scores_gemma":[0.002114579,0.000001390698,0.05627543,0.009920836,0.0003009606,0.00002297867,0.002414667,0.07949101,0.001255961,0.02419,0.8232133,0.0007988173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1126908,0.00782913,0.08195229,0.1969142,0.003199897,0.00306944,0.0001183852,0.0003484974,0.5938774],"genre_scores_gemma":[0.765842,0.009708274,0.05960887,0.003202157,0.0006329511,0.001210147,0.001186006,0.0001535914,0.158456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7644291,"threshold_uncertainty_score":0.99985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001723565997577,"score_gpt":0.3918522304527967,"score_spread":0.331834994792821,"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."}}