{"id":"W6987065317","doi":"","title":"Saving Time and Making Cents: A Blueprint for Building Transit Better","year":2021,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Timeline; Metropolitan area; Public transport; Downtown; Scrutiny; Transit (satellite)","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":[0.00386381,0.0008666365,0.0003405584,0.003510989,0.00561084,0.01289659,0.001431158,0.00277802,0.02808784],"category_scores_gemma":[0.01156033,0.000367984,0.0003909421,0.003887775,0.006495254,0.02090451,0.007926171,0.004867463,0.006876753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006566246,"about_ca_system_score_gemma":0.01829602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02171256,"about_ca_topic_score_gemma":0.04144929,"domain_scores_codex":[0.9967969,0.0009293103,0.0001440631,0.0002591972,0.00100006,0.0008704847],"domain_scores_gemma":[0.9929341,0.0009816341,0.0005113778,0.0007446216,0.001932706,0.00289558],"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":[0.0000633417,0.0001212916,0.003902332,0.0003094859,0.00001894903,0.0001543342,0.01393944,0.0007397577,0.0009451279,0.2263166,0.5305522,0.2229371],"study_design_scores_gemma":[0.000005994739,0.00006028314,0.003077752,0.0003359763,0.000009240796,0.0000644465,0.01351807,0.000181371,0.0003304559,0.02580385,0.9565887,0.00002386698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05676218,0.01155407,0.02147271,0.6077406,0.01619131,0.0002403851,0.001539011,0.001809385,0.2826903],"genre_scores_gemma":[0.5929731,0.02393286,0.04283981,0.07731053,0.006888992,0.0004216113,0.002229418,0.00242113,0.2509826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02808784,"threshold_uncertainty_score":0.09396315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178631717363459,"score_gpt":0.3253206639114124,"score_spread":0.2935343467377778,"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."}}