{"id":"W6922170417","doi":"10.1051/tpe/2013034/pdf","title":"Éditorial","year":2013,"lang":"fr","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obligation; Ven; Scientific integrity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001522428,0.0003482064,0.0006697715,0.0006814393,0.000536355,0.00003604159,0.001159528,0.002465928,0.01094564],"category_scores_gemma":[0.01398437,0.000319306,0.000169098,0.001060449,0.002231539,0.001057275,0.0009383952,0.004798091,0.01125475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802105,"about_ca_system_score_gemma":0.001439489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713847,"about_ca_topic_score_gemma":0.000221749,"domain_scores_codex":[0.9958645,0.0002932977,0.001107634,0.0005747112,0.0007496739,0.001410204],"domain_scores_gemma":[0.9965332,0.0005785617,0.0005832799,0.001114369,0.0006107166,0.0005799354],"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":[0.00008159997,0.0003516619,0.00492373,0.001474643,0.0002367822,0.00005218595,0.0002642146,0.000003590874,0.003693187,0.1939756,0.1703533,0.6245894],"study_design_scores_gemma":[0.001102777,0.0003416444,0.001400989,0.001194746,0.00005813635,0.000006021254,0.0002860917,0.0001161605,0.001904601,0.02154949,0.9717656,0.0002737168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2536272,0.0206694,0.001533256,0.5147864,0.1128572,0.003195958,0.00007025873,0.0006811178,0.0925793],"genre_scores_gemma":[0.6700729,0.03237994,0.1276812,0.00271919,0.0655689,0.001287933,0.00006028762,0.0002613613,0.09996831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8014123,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737813306066273,"score_gpt":0.3765749585151692,"score_spread":0.3291968254545065,"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."}}