{"id":"W4415586997","doi":"10.21083/crrf.v33i1.7884","title":"Navigating Rural: Place-Based Transit Solutions for Rural Canada | Parcourir Le Milieu Rural: Des Solutions de Transport en Commun en Milieu Rural Canadien","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College","funders":"","keywords":"Public transport; Transit (satellite); Rural area; Rural settlement; Rural development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001133213,0.0007209376,0.000270741,0.0008947508,0.008385797,0.006073802,0.001536329,0.002103488,0.03295562],"category_scores_gemma":[0.001518781,0.0003196107,0.000371829,0.002064379,0.001626933,0.002116537,0.003442315,0.002402956,0.00417986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02766302,"about_ca_system_score_gemma":0.1217123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9622065,"about_ca_topic_score_gemma":0.9896477,"domain_scores_codex":[0.9987522,0.00006561905,0.00002130887,0.00009049636,0.0006610259,0.0004092847],"domain_scores_gemma":[0.9976277,0.00005501148,0.00002967584,0.00005290836,0.00124122,0.0009934189],"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":[0.0000314896,0.000105913,0.002721998,0.0001404658,0.00001432411,0.0002233536,0.002545251,0.001824562,0.002204427,0.02867776,0.8109617,0.1505488],"study_design_scores_gemma":[0.00001521982,0.00002525358,0.002775043,0.00008092273,0.00001189749,0.00007534301,0.005373443,0.002309376,0.0005192643,0.002704241,0.986068,0.00004199001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04772443,0.006457804,0.03771176,0.194175,0.004333934,0.0006948679,0.008022616,0.005984834,0.6948949],"genre_scores_gemma":[0.1437547,0.01116131,0.06287207,0.009281396,0.000344456,0.0001929257,0.005089211,0.0009217308,0.7663823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03779346,"threshold_uncertainty_score":0.2007102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561122578554868,"score_gpt":0.2213543974013829,"score_spread":0.2057431716158342,"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."}}