{"id":"W4311519967","doi":"10.4000/rac.29025","title":"Au-delà des intentions de collégialité de la vigilance environnementale","year":2022,"lang":"fr","type":"article","venue":"Revue d anthropologie des connaissances","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Geography; Art","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":[0.001746329,0.0002940558,0.0004628717,0.00006999643,0.009575546,0.0001126543,0.0006681613,0.0001841097,0.003403655],"category_scores_gemma":[0.0008190427,0.0003463266,0.0002916193,0.0007286082,0.04105327,0.0002780737,0.000391069,0.0004831999,0.00003702384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004381107,"about_ca_system_score_gemma":0.0005949312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02680972,"about_ca_topic_score_gemma":0.01072315,"domain_scores_codex":[0.9957002,0.001869875,0.0003998342,0.0004703022,0.0003692574,0.001190559],"domain_scores_gemma":[0.9984185,0.0008345355,0.0002421723,0.000215644,0.00007210784,0.0002170502],"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":[0.00004017246,0.0008597375,0.109438,0.0003738103,0.0002934506,0.000227159,0.115294,0.0002661948,0.0004240207,0.7078404,0.02474312,0.0402],"study_design_scores_gemma":[0.0004069164,0.0003757015,0.01474425,0.0002172474,0.0001250008,0.00005005378,0.3004596,0.0001433792,0.0002056424,0.0584119,0.6243606,0.0004997398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3548678,0.321493,0.001606637,0.01387758,0.007171506,0.0005927591,0.0003500411,0.0002909428,0.2997497],"genre_scores_gemma":[0.9396898,0.03785026,0.001199696,0.0002913882,0.0009042381,0.0002058406,0.000008285567,0.00002779379,0.01982272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6494285,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127424822651627,"score_gpt":0.3626438676224283,"score_spread":0.2499013853572656,"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."}}