{"id":"W4391300780","doi":"10.18192/clg-cgl.v8i1.7050","title":"Intro to special issue","year":2023,"lang":"en","type":"article","venue":"Culture and Local Governance","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Arts Foundation; MacEwan University; University of Toronto","funders":"Mitacs; MacEwan University; University of Toronto; Dalhousie University; Canada Council for the Arts; Ontario Trillium Foundation; McGill University","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001080497,0.00006772414,0.0001104782,0.00000710247,0.0004370333,0.00004581651,0.0001031835,0.00006444661,0.0002314395],"category_scores_gemma":[0.0001621582,0.00005654004,0.00002950777,0.0003637113,0.0002179168,0.00006729729,0.00005050936,0.0000756486,0.0005804045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000766017,"about_ca_system_score_gemma":0.00002341937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194178,"about_ca_topic_score_gemma":0.007222153,"domain_scores_codex":[0.9992931,0.00002300988,0.00006876524,0.0001500556,0.0002286903,0.0002363083],"domain_scores_gemma":[0.9997604,0.00002223326,0.00002243607,0.00004730741,0.00003595354,0.0001117028],"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":[0.000003917213,0.000004908552,0.0001073655,0.000002746865,0.000005132685,0.000005768164,0.02560325,0.000002107989,0.000006157411,0.1300744,0.800257,0.04392721],"study_design_scores_gemma":[0.0000745611,0.00002164749,0.005929901,0.00001060389,0.000003130327,9.984674e-8,0.004524622,0.000003117062,0.00001238261,0.001894138,0.9874377,0.00008812068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005847937,0.002782326,0.0001931584,0.01365248,0.00224198,0.0002404552,0.00002575988,0.000185225,0.9748307],"genre_scores_gemma":[0.4078764,0.007681141,0.0001556957,0.0039997,0.03207411,0.00003470954,0.000004880673,0.00001574592,0.5481576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.426673,"threshold_uncertainty_score":0.7460119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698555369375806,"score_gpt":0.2620773622588123,"score_spread":0.2450918085650543,"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."}}