{"id":"W4403800979","doi":"10.1080/03081060.2024.2420384","title":"Editorial","year":2024,"lang":"en","type":"editorial","venue":"Transportation Planning and Technology","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Engineering; Transport 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000396679,0.0002130763,0.0003189985,0.0003561103,0.0003201865,0.00009637168,0.0002586027,0.002223343,0.00005168192],"category_scores_gemma":[0.000150406,0.0002156968,0.00005866257,0.0005165705,0.000486569,0.0001284869,0.000004238109,0.001213347,0.00002772281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310635,"about_ca_system_score_gemma":0.0004788742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007745262,"about_ca_topic_score_gemma":0.001701512,"domain_scores_codex":[0.9982281,0.00002392359,0.0003245846,0.0005118851,0.0005874571,0.0003239926],"domain_scores_gemma":[0.9992533,0.0001923395,0.0001076808,0.0001602011,0.0002063893,0.00008013195],"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":[0.00001567642,0.00001276643,0.003690815,0.0001089889,0.00003142321,0.00002680023,0.002000984,4.670842e-7,0.000004019499,0.001851821,0.9915298,0.0007264905],"study_design_scores_gemma":[0.0001662418,0.00003150714,0.0001618062,0.0001594534,0.0001182524,3.288935e-8,0.0005847752,6.6655e-7,0.000006127319,0.009085352,0.9894605,0.0002253076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00279225,0.002381836,0.00003946305,0.0005563881,0.9909374,0.0001603129,0.0002731284,0.0009169315,0.001942318],"genre_scores_gemma":[0.0248588,0.000193088,0.00006998394,0.00000501291,0.9718363,0.00003251539,0.0007924662,0.00003051612,0.002181285],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02206655,"threshold_uncertainty_score":0.999072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009646726440714076,"score_gpt":0.3077637884339975,"score_spread":0.2981170619932834,"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."}}