{"id":"W4311791834","doi":"10.29173/af29454","title":"Déserts noirs : du confinement à l’éclatement.","year":2022,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Art","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":[0.0007497022,0.000312148,0.0004437326,0.00008543326,0.002672512,0.00004184855,0.0005636693,0.00006932075,0.03613202],"category_scores_gemma":[0.00009537875,0.0003672102,0.0002277193,0.0008839316,0.0009303,0.0001789352,0.0004875275,0.000449174,0.0006980185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366314,"about_ca_system_score_gemma":0.000206135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05541157,"about_ca_topic_score_gemma":0.003486673,"domain_scores_codex":[0.9964898,0.0006213199,0.0004463482,0.0005084873,0.00117744,0.0007566534],"domain_scores_gemma":[0.998871,0.0002019674,0.0002954616,0.0002057009,0.0002238884,0.0002019473],"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":[0.00004405498,0.0007582774,0.001361068,0.00003133727,0.0006070951,0.000179327,0.1459821,0.0004994538,0.0000779226,0.1011425,0.7153392,0.03397767],"study_design_scores_gemma":[0.001111491,0.0002968289,0.001790056,0.00002464218,0.00003534531,0.000001777002,0.02086424,0.000249124,0.00009629498,0.007470583,0.9676689,0.0003907461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1278719,0.1249644,0.0006950491,0.06609647,0.1579076,0.001511365,0.000866954,0.0001816054,0.5199047],"genre_scores_gemma":[0.7985324,0.007732325,0.0001157526,0.003772507,0.007720316,0.0003288059,0.00002393627,0.00004260215,0.1817313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6706606,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781394176732052,"score_gpt":0.2570264775327322,"score_spread":0.2292125357654117,"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."}}