{"id":"W3129181727","doi":"10.7202/1074730ar","title":"Les problèmes, leurs expériences et leurs publics","year":2021,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Publics; Philosophy; Sociology; Political science; Politics","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":[],"category_scores_codex":[0.001193756,0.0004619033,0.000510029,0.0001109227,0.0009403661,0.0009489988,0.0005394929,0.0003723094,0.008898143],"category_scores_gemma":[0.001991444,0.0004584859,0.0002786824,0.0008750792,0.0006139325,0.001996628,0.001283471,0.0005811215,0.0005435458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454112,"about_ca_system_score_gemma":0.0001906293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005380973,"about_ca_topic_score_gemma":0.0004134066,"domain_scores_codex":[0.9973031,0.0002091851,0.0005073207,0.0007369401,0.0004878472,0.0007555764],"domain_scores_gemma":[0.998104,0.0003884948,0.0003971504,0.0003115739,0.0007678413,0.00003094689],"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":[0.000007259866,0.0002517688,0.1168145,0.0005745653,0.0003450236,0.00006108873,0.001318611,0.0001106273,0.00002466445,0.6402648,0.227337,0.01289005],"study_design_scores_gemma":[0.0009258633,0.00003287171,0.06704767,0.0002124269,0.0003323549,0.000002919251,0.04489611,0.0001777137,0.00004275749,0.277997,0.6073001,0.001032181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03939746,0.104626,0.002771012,0.4928505,0.01334383,0.0008112522,0.00004752482,0.0008220917,0.3453304],"genre_scores_gemma":[0.8872354,0.01832297,0.00223365,0.02593139,0.002177421,0.00009899209,0.0007169856,0.000119421,0.06316379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8478379,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4710943262331916,"score_gpt":0.4394004233497618,"score_spread":0.03169390288342983,"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."}}