{"id":"W4399618325","doi":"10.4000/11tfb","title":"Imaginaires de l'IA","year":2024,"lang":"fr","type":"paratext","venue":"Belphégor","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008580703,0.001616201,0.001316781,0.0008503224,0.0003106514,0.0009332232,0.001456626,0.001246087,0.05222608],"category_scores_gemma":[0.0002817126,0.001746029,0.0008754453,0.001548412,0.001021206,0.0003387021,0.0008126708,0.002601167,0.9643908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564308,"about_ca_system_score_gemma":0.003160318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235342,"about_ca_topic_score_gemma":0.000394082,"domain_scores_codex":[0.9931315,0.0005395986,0.0009990687,0.001892943,0.0009620442,0.002474799],"domain_scores_gemma":[0.9965953,0.0003011171,0.000386358,0.001596564,0.0003155305,0.0008051522],"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":[0.00009281079,0.0002791388,0.0001772877,0.002671479,0.0005860867,0.001584664,0.001027838,0.0001339138,0.006350497,0.005856234,0.9726008,0.008639264],"study_design_scores_gemma":[0.0005609347,0.0001465936,0.001407889,0.002056517,0.001310814,0.0007392255,0.0001300283,0.001623849,0.002463526,0.00273371,0.9850742,0.001752665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005424667,0.2777618,0.0002350629,0.008609934,0.02319944,0.001435469,0.00889396,0.0009907528,0.6734489],"genre_scores_gemma":[0.02316129,0.001422362,0.002856619,0.0006484881,0.006889673,0.0003651693,0.001093587,0.001665554,0.9618973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9121647,"threshold_uncertainty_score":0.9996999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933430960480316,"score_gpt":0.3240496461647615,"score_spread":0.3047153365599583,"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."}}