{"id":"W4255307919","doi":"10.3406/oss","title":"Santé Société et Solidarité","year":2014,"lang":"fr","type":"paratext","venue":"Santé Société et Solidarité","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.02431029,0.003918173,0.007125248,0.0008942467,0.006016857,0.001113539,0.003045084,0.01213824,0.09179248],"category_scores_gemma":[0.006713232,0.003938129,0.002403778,0.001418408,0.001308339,0.001988383,0.002135805,0.02191372,0.0886371],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268882,"about_ca_system_score_gemma":0.0124969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008599505,"about_ca_topic_score_gemma":0.006617385,"domain_scores_codex":[0.9331185,0.04586541,0.006993401,0.004057643,0.003220289,0.006744763],"domain_scores_gemma":[0.9581223,0.02550692,0.007052069,0.00413221,0.002351171,0.002835298],"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":[0.0004062597,0.0008468649,0.001078838,0.01246133,0.001463809,0.0001695864,0.03530763,0.00003154337,0.00009480526,0.03746138,0.7887894,0.1218885],"study_design_scores_gemma":[0.00410009,0.0007304144,0.001387282,0.006282445,0.0008113871,0.0001447081,0.03549668,0.0004533351,0.0000277049,0.006390866,0.9405943,0.003580756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001778147,0.02933614,0.003570424,0.05284739,0.04923384,0.006436065,0.004236259,0.0007585274,0.8518032],"genre_scores_gemma":[0.4081064,0.0273229,0.002515736,0.05496841,0.02757657,0.001746357,0.003126596,0.001518714,0.4731184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4063282,"threshold_uncertainty_score":0.9999234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08784489685695947,"score_gpt":0.5130230766948947,"score_spread":0.4251781798379352,"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."}}