{"id":"W4313837034","doi":"10.24908/cpp-apc.v2022i1.15783","title":"Not In Service","year":2023,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Selkirk College","funders":"Infrastructure Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Typology; Business; Jurisdiction; Transit (satellite); Environmental planning; Service (business); Revenue; Public transport; Transport engineering; Marketing; Geography; Political science; Finance; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001455226,0.0003802449,0.0005855288,0.001027343,0.00658336,0.00694717,0.00171261,0.002438333,0.4139054],"category_scores_gemma":[0.009482434,0.0002282412,0.0004238031,0.002445836,0.001450509,0.00423629,0.004326111,0.00299826,0.2214924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007069366,"about_ca_system_score_gemma":0.01927201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107546,"about_ca_topic_score_gemma":0.1457962,"domain_scores_codex":[0.9966975,0.0004022985,0.000109598,0.0003589777,0.001156131,0.001275578],"domain_scores_gemma":[0.9931313,0.0004467891,0.0002323043,0.0004697583,0.003375826,0.00234405],"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":[0.00003597295,0.00004013424,0.002225451,0.0001322001,0.000006350511,0.0002591285,0.001406467,0.0000262975,0.0002473062,0.01909755,0.8863422,0.09018104],"study_design_scores_gemma":[0.0000044716,0.00001120391,0.001631334,0.00008916332,0.000002379197,0.0001465708,0.001327643,0.0000328619,0.00003947383,0.0007048749,0.9960045,0.000005415819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008621078,0.001871187,0.0008108739,0.03755231,0.006148059,0.0002418602,0.004416266,0.000411965,0.9399264],"genre_scores_gemma":[0.04155484,0.00120814,0.0003724144,0.01194455,0.0004944233,0.000130894,0.002791389,0.0002194427,0.941284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5860946,"threshold_uncertainty_score":0.8359928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260788247226105,"score_gpt":0.3250464225782493,"score_spread":0.2924385401059883,"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."}}