{"id":"W2740376733","doi":"","title":"Cancer et environnement : expertise collective","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Gynecology; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006936807,0.0008927848,0.0007550967,0.0001795041,0.001407742,0.0002575652,0.001648284,0.0005837206,0.008843835],"category_scores_gemma":[0.00129705,0.001053818,0.000376481,0.0006009032,0.001703151,0.0004334487,0.003318626,0.001614341,0.001815739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004198231,"about_ca_system_score_gemma":0.0007388577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02563826,"about_ca_topic_score_gemma":0.01376052,"domain_scores_codex":[0.9796466,0.014296,0.001083227,0.0025187,0.001251774,0.001203685],"domain_scores_gemma":[0.9930972,0.001973577,0.0009626968,0.002891086,0.0003229749,0.000752413],"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":[0.0001039969,0.006733596,0.06749604,0.0004045475,0.0006303281,0.0001572565,0.2074244,0.009079068,0.03444847,0.03117002,0.01506674,0.6272855],"study_design_scores_gemma":[0.003022887,0.00000447093,0.3147364,0.005509694,0.000251417,0.00007784612,0.001287197,0.04478887,0.1185883,0.003032337,0.5056897,0.003010876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4230323,0.006466709,0.1634925,0.09497821,0.0008873829,0.003502364,0.0005670571,0.0003063513,0.3067672],"genre_scores_gemma":[0.825852,0.04604079,0.03375578,0.002119163,0.00007287934,0.001156296,0.0003398532,0.0001940892,0.09046912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6242747,"threshold_uncertainty_score":0.9998923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103027442347306,"score_gpt":0.254586220100509,"score_spread":0.233555945677036,"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."}}