{"id":"W2300932656","doi":"10.14288/1.0166372","title":"Assessing public transportation option as a potential solution to the transportation challenges in the State of Kuwait","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public transport; State (computer science); Business; Transport engineering; Risk analysis (engineering); Economics; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007959908,0.0002976998,0.0001781175,0.001221663,0.001604829,0.001756148,0.0005385813,0.0007539716,0.002854579],"category_scores_gemma":[0.001579723,0.0002098683,0.0004257644,0.001129896,0.001030554,0.001169614,0.001399952,0.0007064402,0.0002201435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875634,"about_ca_system_score_gemma":0.001861905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04150113,"about_ca_topic_score_gemma":0.1120198,"domain_scores_codex":[0.999455,0.0001885702,0.00004262088,0.00003118534,0.000115931,0.0001666197],"domain_scores_gemma":[0.9992611,0.0001155835,0.0002700816,0.00001837578,0.0001753647,0.0001595032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006628045,0.0004351631,0.9444605,0.0001726578,0.00004983187,0.001137785,0.02882519,0.0005736822,0.001322061,0.001440157,0.0008080708,0.0207086],"study_design_scores_gemma":[0.000003370465,0.0001846588,0.8430586,0.0001003343,0.0000337102,0.0002695552,0.1510881,0.001611823,0.0002140162,0.0002359035,0.003170912,0.00002901941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974235,0.00006176067,0.00006340541,0.0001904147,0.00000478696,0.00002573431,0.00004369038,0.000002251077,0.002184412],"genre_scores_gemma":[0.9990287,0.0001073607,0.0001921044,0.00002593892,0.000003781266,0.00001858141,0.00004156151,7.941914e-7,0.000581139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04150113,"threshold_uncertainty_score":0.08251911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423018354519122,"score_gpt":0.1987707662780659,"score_spread":0.1645405827328746,"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."}}