{"id":"W2185411038","doi":"","title":"Double, double, double? : expanding Calgary's light rail","year":2011,"lang":"en","type":"article","venue":"Tramways & urban transit","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Light rail; Light rail transit; Transport engineering; Engineering; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003021756,0.0005631117,0.0006152377,0.0003964353,0.0003961871,0.0003328408,0.0006673244,0.0002416159,0.003439561],"category_scores_gemma":[0.000001020197,0.0005468649,0.0003680449,0.0004128695,0.0001396394,0.001388868,0.00004159322,0.0003514681,0.001654685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005550572,"about_ca_system_score_gemma":0.00003763389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008464259,"about_ca_topic_score_gemma":0.002855317,"domain_scores_codex":[0.9973268,0.00000444117,0.0007066122,0.0006705708,0.0002620331,0.001029524],"domain_scores_gemma":[0.9990674,0.00001206462,0.0002038625,0.0005538968,0.00007290037,0.00008983508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01506694,0.002001204,0.1435676,0.002058892,0.001293383,0.0005224869,0.02837898,0.0001241606,0.006007778,0.6824211,0.1059265,0.01263088],"study_design_scores_gemma":[0.03408348,0.0001010894,0.1027633,0.0003029004,0.001169232,0.00003257627,0.001106965,0.0002896484,0.01221312,0.005487293,0.8390183,0.00343214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4995984,0.0003397642,0.0006201463,0.0005552524,0.0009961569,0.0005713617,0.000005786456,0.0007221898,0.496591],"genre_scores_gemma":[0.992084,0.00002870561,0.0001846395,0.0009889067,0.001471658,0.0000794186,0.00006990814,0.0001158518,0.004976926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7330918,"threshold_uncertainty_score":0.9996983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0432815289148954,"score_gpt":0.2103110804485619,"score_spread":0.1670295515336665,"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."}}