{"id":"W2080391594","doi":"10.1051/medsci/20082467641","title":"Repenser le sens de la communication scientifique : l’accès libre","year":2008,"lang":"fr","type":"article","venue":"médecine/sciences","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","sts","insufficient_payload"],"category_scores_codex":[0.07242251,0.0003730788,0.0005615838,0.02547885,0.005067227,0.005631108,0.006949442,0.0004356422,0.00150264],"category_scores_gemma":[0.03502995,0.0003052946,0.0002997224,0.1691015,0.01171842,0.002464596,0.002226495,0.0008098608,0.001048635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549996,"about_ca_system_score_gemma":0.004192418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674664,"about_ca_topic_score_gemma":0.00009362207,"domain_scores_codex":[0.9834054,0.003235142,0.00118841,0.00170819,0.008708994,0.001753872],"domain_scores_gemma":[0.9794359,0.01538104,0.000519984,0.001643149,0.002203931,0.0008159717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003806013,0.001951348,0.3899736,0.0000502253,0.00004318331,0.0003184058,0.002403299,0.001337813,0.004236463,0.1403361,0.2696961,0.1896155],"study_design_scores_gemma":[0.002191814,0.00052296,0.3219993,0.0003781995,0.00002854025,0.001650632,0.002666782,0.05778348,0.01048355,0.1350515,0.4659982,0.001245019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7211717,0.02381503,0.00702103,0.0324522,0.001202216,0.0004270062,0.00005956149,0.00009164288,0.2137596],"genre_scores_gemma":[0.8953915,0.006288964,0.02471842,0.0007148048,0.0002161351,0.0000206133,0.00000465576,0.00002563109,0.07261925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963021,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5020593832902432,"score_gpt":0.5264976335133597,"score_spread":0.02443825022311641,"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."}}