{"id":"W3096520219","doi":"10.3390/su12219068","title":"Gender-Responsive Public Transportation in the Dammam Metropolitan Region, Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Taxis; Metropolitan area; Public transport; Business; Sustainability; Sustainable transport; Service (business); Transport engineering; Marketing; Geography; 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":[0.0005153642,0.0002331756,0.0001144926,0.0003146947,0.001438615,0.0008536047,0.0002900723,0.0003503652,0.002856037],"category_scores_gemma":[0.0005567465,0.0001375591,0.000147356,0.000491833,0.0005589949,0.0006611153,0.0006882055,0.0002425027,0.0002893752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207017,"about_ca_system_score_gemma":0.002215718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0528703,"about_ca_topic_score_gemma":0.07285563,"domain_scores_codex":[0.9996992,0.00009267995,0.00001535037,0.00003240806,0.0000524002,0.0001078776],"domain_scores_gemma":[0.9997237,0.00005402607,0.00008028968,0.00001176231,0.00007284535,0.00005726952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005365902,0.0004015746,0.6540871,0.0008094659,0.00008858662,0.007041868,0.1715313,0.0008473115,0.01632902,0.01062682,0.006240336,0.1314601],"study_design_scores_gemma":[0.00001539039,0.0003716902,0.5625643,0.000260067,0.00004749551,0.002415325,0.3747048,0.0009926311,0.001847763,0.0009253191,0.05581485,0.00004041889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963058,0.0003010287,0.0001283155,0.0004652705,0.00001486224,0.00001321008,0.00008465759,0.000002824976,0.002684089],"genre_scores_gemma":[0.9978558,0.0003484709,0.0001466528,0.0001063476,0.000007357357,0.00001021273,0.00005041804,0.000001598959,0.001473006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0528703,"threshold_uncertainty_score":0.1051251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05207761091746488,"score_gpt":0.3233750725606183,"score_spread":0.2712974616431534,"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."}}