{"id":"W4408461080","doi":"10.21083/ruralreview.v8i1.7946","title":"Rural Transit Funding - Ontario Analysis","year":2024,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College; Dalhousie University; University of Guelph","funders":"","keywords":"Transit (satellite); Business; Regional science; Geography; Transport engineering; Public transport; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354155,0.0003592038,0.0004222957,0.008473325,0.002706328,0.002762238,0.0007442409,0.0002752663,0.01850343],"category_scores_gemma":[0.006119274,0.0002738694,0.0005630187,0.02824863,0.0005330678,0.0007192752,0.001219312,0.0003024631,0.001065417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07226276,"about_ca_system_score_gemma":0.1042573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894275,"about_ca_topic_score_gemma":0.9934855,"domain_scores_codex":[0.9974452,0.0001568577,0.000103589,0.0001729923,0.001471629,0.0006496725],"domain_scores_gemma":[0.99196,0.0005116042,0.0006007117,0.0001878944,0.006231863,0.0005079664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003158301,0.00008509658,0.4253895,0.003531021,0.0003102825,0.00110368,0.01870007,0.006610879,0.001041104,0.1022162,0.2452178,0.1954785],"study_design_scores_gemma":[0.00001961766,0.00003492962,0.4863568,0.0005086194,0.0001505616,0.0001194661,0.01185567,0.002220823,0.0003331437,0.001978718,0.4963811,0.00004055742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2872325,0.006674548,0.003041253,0.005169484,0.0001586476,0.001348103,0.1491543,0.0002436872,0.5469774],"genre_scores_gemma":[0.7216683,0.00940681,0.005341173,0.000508311,0.00006594052,0.001239358,0.04765961,0.0001493938,0.2139612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07226276,"threshold_uncertainty_score":0.5243055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849050060660584,"score_gpt":0.2602845832983497,"score_spread":0.2317940826917439,"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."}}