{"id":"W2972152794","doi":"10.11575/prism/32323","title":"Calgary Region’s New Regional Transit System: On-It or Love-It?","year":2016,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Regional science; Geography; Transport engineering; Engineering; Public transport","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0008212465,0.0004019032,0.0005263732,0.0003888995,0.001943312,0.005555681,0.001251341,0.00207859,0.01241432],"category_scores_gemma":[0.002470305,0.00032059,0.0003955582,0.001135196,0.001463769,0.002317718,0.00127647,0.003013352,0.0005756796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01818098,"about_ca_system_score_gemma":0.01494093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7139018,"about_ca_topic_score_gemma":0.8668489,"domain_scores_codex":[0.9992287,0.0001298031,0.0000140157,0.00007010559,0.0001373603,0.0004199862],"domain_scores_gemma":[0.9990066,0.00009208651,0.00008262158,0.00003097854,0.0002853163,0.0005023717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007539266,0.0002479838,0.03669767,0.0004928861,0.0002516775,0.0009631347,0.001095776,0.02557893,0.0009151149,0.1592833,0.6520873,0.1216323],"study_design_scores_gemma":[0.00044319,0.000307828,0.09335773,0.0007812181,0.0001983949,0.0002353406,0.01586971,0.02008207,0.000883947,0.0351062,0.8325742,0.0001601705],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2343258,0.01440521,0.005386929,0.3503196,0.005506082,0.0001701385,0.003743197,0.0002015795,0.3859414],"genre_scores_gemma":[0.8637505,0.008547509,0.004700498,0.02426892,0.000867448,0.00005934306,0.001718835,0.0001485384,0.09593838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2860982,"threshold_uncertainty_score":0.5755662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935728240338499,"score_gpt":0.2329258523782766,"score_spread":0.2035685699748917,"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."}}