{"id":"W4398190911","doi":"10.7202/1110961ar","title":"Avant-propos","year":2018,"lang":"fr","type":"article","venue":"Les Cahiers Anne Hébert","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["sts","insufficient_payload"],"category_scores_codex":[0.0003792787,0.0002634607,0.0003498347,0.00005244001,0.002407758,0.0000986977,0.0003610945,0.0004670312,0.00616834],"category_scores_gemma":[0.0002414128,0.0002671714,0.0002116426,0.0004402054,0.008504009,0.0002406534,0.0000678709,0.0003720915,0.005018861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000622689,"about_ca_system_score_gemma":0.0001317202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02281693,"about_ca_topic_score_gemma":0.01662123,"domain_scores_codex":[0.9977719,0.0002313545,0.0002808038,0.0004058585,0.0004536488,0.000856489],"domain_scores_gemma":[0.9990229,0.0001230566,0.0001196914,0.0002199447,0.000240746,0.0002736477],"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":[0.00001150976,0.00008563043,0.0004111513,0.00002305827,0.0001037914,0.00001930629,0.07405434,3.799801e-7,0.00002620247,0.3603984,0.4924044,0.07246187],"study_design_scores_gemma":[0.0002250957,0.0002028995,0.0008504864,0.00005865313,0.00005812763,0.000001696291,0.0081539,0.00003709781,0.00009354411,0.01671053,0.9732628,0.0003451293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03990696,0.0587229,0.0003712561,0.02685125,0.02712925,0.0003628455,0.00003901621,0.0001674159,0.8464491],"genre_scores_gemma":[0.2078544,0.004076357,0.0007183511,0.002128818,0.007103192,0.00001385325,0.00000501531,0.00003410896,0.7780659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4808584,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698351920366338,"score_gpt":0.2568692119260836,"score_spread":0.2298856927224203,"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."}}