{"id":"W4311990938","doi":"10.3917/risa.884.0921","title":"Du tournant participatif des administrations à la bureaucratisation de la démocratie participative. Étude à partir du cas français.","year":2022,"lang":"fr","type":"article","venue":"Revue Internationale des Sciences Administratives","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Political science; Humanities; Publics; Philosophy","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":["sts"],"category_scores_codex":[0.003180928,0.0004114755,0.0004590727,0.0001598404,0.007452347,0.0007754902,0.0008738264,0.0001597946,0.002601741],"category_scores_gemma":[0.002217699,0.0004419112,0.0002820175,0.001266853,0.01624339,0.001118785,0.0002415347,0.0005075592,0.00004635559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351882,"about_ca_system_score_gemma":0.001796128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006509013,"about_ca_topic_score_gemma":0.02462006,"domain_scores_codex":[0.9936256,0.002791427,0.0008635672,0.0006961489,0.001129269,0.0008939382],"domain_scores_gemma":[0.9955789,0.002902824,0.0005797772,0.0001874318,0.0003585928,0.0003924149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003164327,0.001064423,0.07740494,0.00005661884,0.0001834831,0.0001697755,0.2743185,0.002215776,0.0001008446,0.6355999,0.00265358,0.006200552],"study_design_scores_gemma":[0.001073134,0.002722553,0.34735,0.0004209121,0.0003386342,0.0003401744,0.1109401,0.01337759,0.0007188844,0.294042,0.2273055,0.001370487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410551,0.009292805,0.001900669,0.01499558,0.001380326,0.0004727575,0.0002799426,0.00009937218,0.1305235],"genre_scores_gemma":[0.9792203,0.003053058,0.00244174,0.0001979421,0.0009699664,0.0005746867,0.00002461094,0.00002680349,0.01349093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3415578,"threshold_uncertainty_score":0.9998032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098925859272192,"score_gpt":0.3603706035672405,"score_spread":0.2504780176400213,"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."}}