{"id":"W3049247230","doi":"10.7202/1070475ar","title":"Prédire ou travestir ?","year":2020,"lang":"fr","type":"article","venue":"Ethnologies","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001703354,0.0001971433,0.000314443,0.00001950581,0.0006298816,0.0000698826,0.0004325005,0.000359332,0.0006191658],"category_scores_gemma":[0.001533792,0.0001963065,0.000141911,0.0006078809,0.002921914,0.000191883,0.0001612157,0.0004001634,0.001013834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347425,"about_ca_system_score_gemma":0.000118516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500009,"about_ca_topic_score_gemma":0.001427852,"domain_scores_codex":[0.9984313,0.000194548,0.0002112622,0.000325033,0.000279447,0.0005583934],"domain_scores_gemma":[0.999342,0.0002277978,0.00008748507,0.0001164464,0.00006607472,0.0001601933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006338902,0.00004208473,0.0008602752,0.00005867381,0.00008308129,0.00003925438,0.1548875,0.00001004809,0.00001827742,0.3437546,0.3480478,0.1521921],"study_design_scores_gemma":[0.0001493569,0.0001447452,0.002229734,0.00003096678,0.00003488578,2.760515e-7,0.04841729,0.00002427968,0.0001203876,0.01800025,0.9305949,0.0002528827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0100211,0.2272345,0.0001068524,0.4676169,0.003749652,0.0002117834,0.0000252255,0.0005624276,0.2904715],"genre_scores_gemma":[0.8424655,0.02719077,0.001134494,0.005243312,0.003116869,0.00002768863,0.000003445102,0.00002883043,0.120789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8324444,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369753087356814,"score_gpt":0.3114703855130223,"score_spread":0.1744950767773409,"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."}}