{"id":"W4285734881","doi":"10.3917/re1.107.0057","title":"Récits et responsabilités : délibérer des preuves de futurs souhaitables","year":2022,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Humanities; Philosophy; Ethnology; Political science; Sociology","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":[0.008018428,0.0008197034,0.0008523486,0.0002695853,0.004759556,0.0002369927,0.001157974,0.000299381,0.005920851],"category_scores_gemma":[0.002793104,0.0008946645,0.0006886995,0.001370512,0.008258693,0.0007554772,0.001238805,0.0007632916,0.0001104994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003737292,"about_ca_system_score_gemma":0.0008949648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00752429,"about_ca_topic_score_gemma":0.02512803,"domain_scores_codex":[0.9854829,0.008645315,0.001059027,0.00126432,0.001508257,0.002040236],"domain_scores_gemma":[0.9943339,0.003706211,0.0003504003,0.0008471878,0.0001835564,0.0005788106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002083287,0.004985083,0.06031063,0.0007288873,0.0007586157,0.0001632314,0.4844304,0.003746578,0.001125296,0.283565,0.05600896,0.102094],"study_design_scores_gemma":[0.0007003327,0.001069173,0.05422164,0.0001296384,0.0001750456,0.00001886887,0.07832319,0.00007825359,0.00008187129,0.02942043,0.834922,0.0008595964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186356,0.1349708,0.0001216553,0.02514577,0.001364629,0.001060503,0.000406553,0.0001812829,0.01811326],"genre_scores_gemma":[0.7466657,0.01724356,0.003311862,0.002882656,0.0007460235,0.001124329,0.00006049907,0.0001476096,0.2278177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.778913,"threshold_uncertainty_score":0.9993504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0829868334377103,"score_gpt":0.3193213134437848,"score_spread":0.2363344800060745,"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."}}