{"id":"W608870844","doi":"","title":"PUBLIC TRANSIT IN TORONTO..","year":2001,"lang":"de","type":"article","venue":"VERKEHR UND TECHNIK","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Public transport; Transit (satellite); Transport engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003558011,0.0004429836,0.0004951528,0.0002727947,0.0001212649,0.0001133505,0.0006488885,0.0006685797,0.01764344],"category_scores_gemma":[0.00002696377,0.0004934224,0.0002145562,0.0007023718,0.0001896595,0.0002996193,0.00007910672,0.0005796728,0.003368564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615483,"about_ca_system_score_gemma":0.0001350472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006044277,"about_ca_topic_score_gemma":0.006973067,"domain_scores_codex":[0.9969749,0.0001939859,0.0006303218,0.000796366,0.0003261449,0.001078321],"domain_scores_gemma":[0.9983975,0.00008988191,0.000119546,0.001069523,0.00006538678,0.0002582028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005017068,0.00463555,0.1825439,0.00008012497,0.0005616273,0.00317581,0.001891455,3.032358e-7,0.005220398,0.04908496,0.01923933,0.7330648],"study_design_scores_gemma":[0.002878238,0.0003347904,0.1082797,0.00009710281,0.0003743161,0.00008188445,0.0007003387,0.00001020193,0.0002399256,0.0007771816,0.8853904,0.0008359325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4123711,0.128103,0.00107781,0.005524797,0.006568973,0.002022716,0.0001666512,0.001006345,0.4431585],"genre_scores_gemma":[0.9902487,0.001858958,0.0001856477,0.000336067,0.0002605927,0.0001422353,0.00005218115,0.00008921983,0.006826389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.866151,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273243666686576,"score_gpt":0.3352773187790626,"score_spread":0.2825448821121968,"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."}}