{"id":"W7125403797","doi":"10.3917/rfap.162.0445a","title":"Pierre FRANCE, Antoine VAUCHEZ, Sphère publique, intérêts privés. Enquête sur un grand brouillage , Presses de Sciences-po, 2017, 196 p.","year":2017,"lang":"fr","type":"article","venue":"Revue française d administration publique","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Context (archaeology); Product (mathematics); Work (physics)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003957639,0.0007108854,0.0008755405,0.0001763917,0.00548492,0.003890298,0.003327176,0.0009891386,0.002435537],"category_scores_gemma":[0.004011833,0.0007530486,0.0004529278,0.001380412,0.004602831,0.00673468,0.0003256354,0.0008618188,0.0001375701],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718782,"about_ca_system_score_gemma":0.01304935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06667967,"about_ca_topic_score_gemma":0.08442592,"domain_scores_codex":[0.9934641,0.000645999,0.001114524,0.001519664,0.001424246,0.001831527],"domain_scores_gemma":[0.9945923,0.0004207971,0.001961967,0.001235695,0.000760357,0.00102885],"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":[0.0002023006,0.001631527,0.3990766,0.0009141091,0.000203525,0.0004802161,0.01781154,0.0001099517,0.0006798033,0.3227718,0.1574142,0.09870444],"study_design_scores_gemma":[0.0008383842,0.0003696044,0.1983353,0.0004899201,0.00006647371,0.00005823782,0.0003706769,0.0003609122,0.0007873398,0.004129953,0.7933512,0.0008420137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5066627,0.04569003,0.002674267,0.2589039,0.009050258,0.002594164,0.0006803838,0.0003732314,0.1733711],"genre_scores_gemma":[0.9390879,0.01160085,0.001188374,0.001168802,0.003174852,0.0001489966,0.00005035011,0.00005467926,0.04352523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635937,"threshold_uncertainty_score":0.999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508218748809926,"score_gpt":0.3018549710818362,"score_spread":0.276772783593737,"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."}}