{"id":"W4312449734","doi":"10.7202/1092358ar","title":"Avant-propos","year":2022,"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":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.0005384809,0.0002325369,0.0003399363,0.00006280596,0.005268148,0.00006608612,0.0004549098,0.0001835538,0.01570436],"category_scores_gemma":[0.0001205473,0.0002685077,0.0002619494,0.0005627839,0.00234755,0.0001585342,0.0001972762,0.0007606476,0.000646276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152154,"about_ca_system_score_gemma":0.0001735308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02613277,"about_ca_topic_score_gemma":0.003899982,"domain_scores_codex":[0.9973142,0.0005179535,0.0002766394,0.0003966569,0.0007195284,0.0007750551],"domain_scores_gemma":[0.9992395,0.0001491794,0.0001326297,0.0001961195,0.00007251005,0.0002100686],"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":[0.00001246042,0.0001498985,0.0003459986,0.00002085772,0.0001005094,0.00006275503,0.07735109,0.00004447017,0.00001252029,0.3825009,0.4964459,0.04295262],"study_design_scores_gemma":[0.0002444708,0.0001547747,0.0003538538,0.00001144636,0.00005275553,0.000003775003,0.03293489,0.00005912573,0.000008716063,0.01375489,0.9520935,0.0003278325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04391811,0.1763664,0.000125199,0.05580506,0.03545108,0.0006111831,0.0001936562,0.0002080773,0.6873212],"genre_scores_gemma":[0.1752246,0.003062292,0.0002266555,0.002451876,0.001456901,0.00007742523,0.00001570077,0.00003443309,0.8174501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4556476,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441099791696439,"score_gpt":0.2392356833170043,"score_spread":0.21482468540004,"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."}}