{"id":"W4405204859","doi":"10.4000/12vl0","title":"Données chiffrées sur la revue Volume ! entre 2002 et 2023","year":2024,"lang":"fr","type":"article","venue":"Volume !","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association; Musée de la Civilisation","funders":"","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008043246,0.0002909064,0.000365123,0.00009695866,0.000483468,0.0006604567,0.0004316815,0.0004758279,0.009695881],"category_scores_gemma":[0.0002741777,0.0003222074,0.0003629909,0.001140965,0.0008891191,0.0005663412,0.0001443383,0.0005259202,0.01305332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068975,"about_ca_system_score_gemma":0.0004245562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04437026,"about_ca_topic_score_gemma":0.008238045,"domain_scores_codex":[0.9973885,0.0004605791,0.0003636632,0.0004964973,0.0004353439,0.0008553655],"domain_scores_gemma":[0.9988854,0.0003989454,0.00007981303,0.0002622975,0.00009463844,0.0002789236],"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":[0.000003698433,0.00007191159,0.002229795,0.000176482,0.00007877498,0.00008404361,0.02081942,0.00001330398,0.00002347252,0.08180723,0.8639394,0.03075247],"study_design_scores_gemma":[0.0001143579,0.00005351252,0.018286,0.0004051774,0.0000865116,0.000007615149,0.004707449,0.001795954,0.000002011366,0.003905588,0.9702631,0.0003727647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0510938,0.1992837,0.00007225729,0.2646735,0.01722124,0.0004644752,0.0006911042,0.0005407931,0.4659591],"genre_scores_gemma":[0.1251114,0.01722739,0.00009378444,0.001883718,0.005556905,0.00002241421,0.00001718383,0.00006122507,0.850026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3840669,"threshold_uncertainty_score":0.999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402785517596686,"score_gpt":0.2741723318844327,"score_spread":0.2501444767084659,"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."}}