{"id":"W2789187754","doi":"10.14288/1.0355546","title":"No Freeways on the Horizon : The Path to Livability","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Computer science; Computer network","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":[0.003750486,0.0003603174,0.000301813,0.001493883,0.0198037,0.01395746,0.001140791,0.002950439,0.008605563],"category_scores_gemma":[0.007129015,0.0003785717,0.0002009907,0.001897174,0.04334037,0.008829601,0.007824409,0.005959656,0.0006941053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02546622,"about_ca_system_score_gemma":0.01973235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3558937,"about_ca_topic_score_gemma":0.5287489,"domain_scores_codex":[0.9951521,0.002201837,0.00009898571,0.0004716569,0.001157162,0.0009183245],"domain_scores_gemma":[0.9953333,0.001975545,0.000279204,0.000324526,0.001121239,0.0009662112],"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":[0.00004092995,0.00002548806,0.003460979,0.0001535278,0.000005798738,0.0004076389,0.2670867,0.0002451697,0.0002677317,0.6760306,0.009215578,0.04305991],"study_design_scores_gemma":[0.00001106273,0.00004506946,0.006090325,0.0006291727,0.00001197252,0.000342132,0.3071942,0.0005563685,0.000483082,0.1989794,0.4855946,0.00006254154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2772004,0.009533555,0.01327737,0.0903044,0.0005230991,0.00006338285,0.0001537577,0.0001029251,0.6088412],"genre_scores_gemma":[0.9802054,0.001178151,0.001232947,0.001093924,0.00003455909,0.00001269774,0.00003228159,0.00005012723,0.01615998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6441063,"threshold_uncertainty_score":0.7076444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170796002741728,"score_gpt":0.2160522879290238,"score_spread":0.198972687654851,"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."}}