{"id":"W4316170802","doi":"10.58282/acta.14080","title":"Du vernaculaire dans un monde postmoderne","year":2022,"lang":"fr","type":"article","venue":"Acta Fabula","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004339881,0.0002275827,0.0003004436,0.00003217906,0.003401959,0.00006741692,0.0006047552,0.0001174442,0.003879191],"category_scores_gemma":[0.0001069624,0.0002674252,0.0002261016,0.0005831604,0.0007633838,0.0001948295,0.0004749486,0.0004149215,0.000148753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121186,"about_ca_system_score_gemma":0.0001885406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02867063,"about_ca_topic_score_gemma":0.002566561,"domain_scores_codex":[0.9974106,0.0004628231,0.0002501498,0.0003798579,0.0008313838,0.0006651707],"domain_scores_gemma":[0.9992554,0.0001302889,0.0001348478,0.0002287132,0.00006321291,0.0001874916],"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":[0.00003187002,0.0007393722,0.00980971,0.00002842569,0.000401807,0.0002895464,0.283758,0.0001671662,0.0002594791,0.338054,0.331989,0.03447166],"study_design_scores_gemma":[0.0003589667,0.0001136843,0.01041066,0.00001029014,0.00008222987,0.000007631377,0.01923485,0.0002529365,0.00002404423,0.01006513,0.9590989,0.0003406999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5855534,0.06182845,0.00006218086,0.08034795,0.01025254,0.0004487071,0.0002134502,0.0001925751,0.2611008],"genre_scores_gemma":[0.9101262,0.002829734,0.00006523906,0.001172713,0.001068951,0.00004131472,0.00001590623,0.00002909751,0.08465082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6271099,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811776143397537,"score_gpt":0.2248311072893455,"score_spread":0.2067133458553702,"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."}}