{"id":"W6892974398","doi":"10.5281/zenodo.14018523","title":"Rapport annuel de 25e anniversaire","year":2023,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milestone; Work (physics); Treaty; Higher education","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","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008494669,0.0002355015,0.0002866273,0.0008075932,0.004087957,0.00794102,0.00606555,0.0002996458,0.03817144],"category_scores_gemma":[0.01189006,0.0002478471,0.0001388552,0.00452494,0.0005768102,0.003180905,0.004500301,0.0009160761,0.1062705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074769,"about_ca_system_score_gemma":0.00005309394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001317872,"about_ca_topic_score_gemma":7.100976e-7,"domain_scores_codex":[0.9948162,0.001198612,0.0005797442,0.0008928204,0.001479539,0.001033064],"domain_scores_gemma":[0.9964868,0.0002174104,0.0002706201,0.0008529798,0.001546124,0.0006260921],"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":[0.00002661735,0.00004528187,0.00005465469,0.00002246435,0.00002406503,0.00008198344,0.002449045,0.000131535,0.0001213115,0.003047922,0.6298701,0.364125],"study_design_scores_gemma":[0.0004297944,0.0001134106,0.002764187,0.0000683012,0.00001956801,0.00020577,0.004306303,0.004438777,0.00007240968,0.002676412,0.9846293,0.0002758107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06529891,0.00161358,0.008211283,0.07259842,0.002750316,0.0009068708,0.001563655,0.00335502,0.843702],"genre_scores_gemma":[0.5323217,0.001551921,0.0004490913,0.001837829,0.001507749,7.685901e-8,0.002217435,0.003030001,0.4570842],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4670228,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215378765163166,"score_gpt":0.3503312555262064,"score_spread":0.2287933790098898,"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."}}