{"id":"W4254708420","doi":"10.4000/memini.1662","title":"Avant-propos","year":2020,"lang":"id","type":"article","venue":"Memini","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566443,0.0009286667,0.0005454404,0.001758991,0.005278061,0.009089124,0.001797483,0.002926726,0.1234336],"category_scores_gemma":[0.009025942,0.00035291,0.0008530575,0.001719459,0.001785362,0.004879285,0.003567031,0.002844001,0.05378875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00654454,"about_ca_system_score_gemma":0.006329572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261961,"about_ca_topic_score_gemma":0.03774095,"domain_scores_codex":[0.9969913,0.0007036555,0.0001320476,0.0006774462,0.0009803185,0.0005153191],"domain_scores_gemma":[0.9964934,0.0005409027,0.000156882,0.0004571052,0.001731418,0.0006202467],"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":[0.0002285868,0.0001124481,0.005094052,0.0005834918,0.00004810218,0.001300449,0.009193364,0.000496187,0.001586531,0.2758214,0.4840388,0.2214965],"study_design_scores_gemma":[0.000004841595,0.0000128889,0.0004879033,0.0001696397,0.000007083564,0.0001823069,0.001180518,0.0000745806,0.0003125718,0.004200529,0.9933575,0.000009695715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01881348,0.01937452,0.01757764,0.06300041,0.02202036,0.0003495903,0.003986399,0.001324811,0.8535528],"genre_scores_gemma":[0.09564366,0.009621377,0.01200363,0.01543737,0.003140359,0.0002716443,0.004044091,0.0007857863,0.8590522],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1234336,"threshold_uncertainty_score":0.4129266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06648519186166088,"score_gpt":0.2701234828600612,"score_spread":0.2036382909984003,"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."}}