{"id":"W2908191752","doi":"10.4135/9781526479945","title":"Transportation Disruption and Sustainable Communities: A Case Study of Churchill, Manitoba, Canada","year":2019,"lang":"en","type":"book","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning","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":[0.0005433366,0.0005467226,0.000411975,0.001450105,0.02767444,0.003513755,0.002052239,0.001480774,0.004266962],"category_scores_gemma":[0.00112512,0.0003706111,0.0003883096,0.004510692,0.003605764,0.0009178551,0.002825818,0.001543147,0.0002572621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06576658,"about_ca_system_score_gemma":0.08497294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958496,"about_ca_topic_score_gemma":0.9993437,"domain_scores_codex":[0.9991543,0.0001467487,0.00001258512,0.00005510533,0.0001704712,0.0004607234],"domain_scores_gemma":[0.999262,0.0001233566,0.00004628304,0.00001648016,0.0002284728,0.0003232675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003021734,0.0009142419,0.1641833,0.0007951439,0.0001378943,0.04057961,0.5582884,0.003518214,0.002345145,0.03623288,0.06403746,0.1286656],"study_design_scores_gemma":[0.00002147177,0.0001096157,0.07731228,0.0003551068,0.0000528483,0.001532601,0.8365474,0.000954698,0.0003500812,0.0009557852,0.08174873,0.00005927416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354442,0.003112992,0.0006846854,0.005360871,0.00008750886,0.0002761234,0.0005722786,0.00002635986,0.05443496],"genre_scores_gemma":[0.9498554,0.003837209,0.001171413,0.000758362,0.00001429648,0.00008271426,0.0002257129,0.00003361595,0.04402125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06576658,"threshold_uncertainty_score":0.4771722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301608020268257,"score_gpt":0.2708570480083121,"score_spread":0.2478409678056296,"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."}}