{"id":"W4226169271","doi":"10.3917/ems.saval.2021.01.0371","title":"Traité du management socio-économique","year":2021,"lang":"fr","type":"book-chapter","venue":"EMS Editions eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005305908,0.0004312488,0.0004793081,0.00007618198,0.002059746,0.000238221,0.0006537734,0.0005854485,0.008012393],"category_scores_gemma":[0.00003477226,0.0004953551,0.0005710311,0.0000844506,0.002511957,0.0001965061,0.0001825259,0.0004718994,0.0007661325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616494,"about_ca_system_score_gemma":0.0004678363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019176,"about_ca_topic_score_gemma":0.01223223,"domain_scores_codex":[0.9973394,0.0001145915,0.0005278495,0.0007719235,0.0005708952,0.0006753498],"domain_scores_gemma":[0.9984981,0.000215005,0.0004211513,0.0003636398,0.0001708827,0.0003312018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001853198,0.00003234009,0.00005197756,0.0000242268,0.0001239237,0.00009053767,0.002848783,0.000005195181,0.000002457836,0.9302234,0.03522515,0.03137014],"study_design_scores_gemma":[0.0001856568,0.00003306651,0.0009332662,0.0002132559,0.0001168703,0.000005242683,0.003861421,0.000007295109,0.000004096693,0.1551412,0.8390005,0.0004980376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00217141,0.0004181659,0.0003074165,0.01013991,0.008361043,0.0005206796,0.0002887276,0.0000982178,0.9776945],"genre_scores_gemma":[0.04831869,0.00133791,0.0007681444,0.001417433,0.01073485,0.0001351913,0.00005338795,0.00005166959,0.9371827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8037754,"threshold_uncertainty_score":0.9997498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799170629632821,"score_gpt":0.2604568883395019,"score_spread":0.2124651820431737,"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."}}