{"id":"W4243692616","doi":"10.7202/1079456ar","title":"Fêter Sens public","year":2020,"lang":"fr","type":"article","venue":"Sens public","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.0005079041,0.0003314138,0.0004710187,0.0000784384,0.001245103,0.0006503826,0.0004881438,0.0003669214,0.003813746],"category_scores_gemma":[0.00124075,0.0003502928,0.0002686376,0.001615902,0.001630691,0.0007537668,0.0002662947,0.0005054544,0.003504448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300612,"about_ca_system_score_gemma":0.0004688201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250426,"about_ca_topic_score_gemma":0.004932269,"domain_scores_codex":[0.996327,0.0005278578,0.0003996128,0.0005842501,0.0007882993,0.001372924],"domain_scores_gemma":[0.998094,0.0001952481,0.0001615121,0.0002394547,0.0003545952,0.0009551577],"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":[0.000002119614,0.0001059282,0.001636306,0.00003503067,0.0001666023,0.00004294845,0.03395369,5.903617e-7,0.00001770455,0.3656309,0.569955,0.02845323],"study_design_scores_gemma":[0.0002743673,0.00007961916,0.0008875903,0.00001155261,0.00003843982,0.000002031289,0.008364327,0.0001287945,0.00000652682,0.003032342,0.986775,0.0003994391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01331255,0.02575744,0.0000767021,0.6132005,0.004453651,0.0002597981,0.0000621829,0.0002790475,0.3425981],"genre_scores_gemma":[0.8848112,0.002344632,0.000234577,0.01341061,0.01099014,0.00001253436,0.00002129371,0.00004829552,0.08812671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8714986,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271204319184051,"score_gpt":0.2677041236774717,"score_spread":0.1405836917590667,"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."}}