{"id":"W7104287844","doi":"10.58079/153ng","title":"Parution – Tenir un blogue au Québec","year":2025,"lang":"","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006574003,0.0008823137,0.001171025,0.0008221081,0.006822679,0.0004015913,0.00144715,0.001447684,0.09062646],"category_scores_gemma":[0.01311743,0.0008429958,0.0004311551,0.002011854,0.0009754194,0.01593586,0.0009995656,0.003831147,0.02045631],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609169,"about_ca_system_score_gemma":0.01950878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0378224,"about_ca_topic_score_gemma":0.1888074,"domain_scores_codex":[0.9859735,0.005164901,0.002524433,0.001641888,0.002227969,0.002467248],"domain_scores_gemma":[0.9868958,0.00691942,0.00120927,0.001532782,0.001604205,0.001838523],"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":[0.002831601,0.002504921,0.004390255,0.002584144,0.0009178105,0.0002888152,0.001459053,0.00003000881,0.0007617572,0.3529116,0.4217658,0.2095542],"study_design_scores_gemma":[0.005030404,0.0006879424,0.06351155,0.002959907,0.0004646251,0.00002002972,0.003324518,0.000615178,0.001330489,0.009144997,0.9120117,0.0008986543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01677257,0.004560436,0.01011966,0.6860635,0.01400509,0.004843745,0.001263808,0.0003209218,0.2620503],"genre_scores_gemma":[0.7971202,0.006196313,0.0008093661,0.125082,0.00411667,0.002111024,0.002966712,0.00009166099,0.0615061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7803476,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06771341140364787,"score_gpt":0.4114174682983159,"score_spread":0.343704056894668,"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."}}