{"id":"W133452084","doi":"","title":"MUNI METRO GOES POP: IMPLEMENTING PROOF OF PAYMENT FARE COLLECTION ON MUNI METRO","year":2000,"lang":"en","type":"article","venue":"","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signage; Transport engineering; Payment; Ticket; Data collection; Computer science; Engineering; Operations research; Telecommunications; Business; Computer security; Advertising; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005174996,0.0001827217,0.00028488,0.0002166357,0.0002022739,0.00002117583,0.0001867618,0.00009349115,0.0477686],"category_scores_gemma":[0.00002724217,0.0001506892,0.0001377353,0.0004829533,0.00003093098,0.00006104139,0.00004025344,0.0001746573,0.0001415592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000854767,"about_ca_system_score_gemma":0.00001614989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046995,"about_ca_topic_score_gemma":0.0004489415,"domain_scores_codex":[0.9983557,0.0001773854,0.0004447321,0.0003334912,0.000257019,0.000431695],"domain_scores_gemma":[0.9992029,0.0001283367,0.0001588361,0.0003893027,0.00005812581,0.00006246393],"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":[0.001979822,0.003094194,0.1040805,0.0001474473,0.001820065,0.00005811755,0.01895931,0.0002902328,0.01357184,0.03219732,0.08363023,0.7401709],"study_design_scores_gemma":[0.009033877,0.005561924,0.2469958,0.0001454838,0.0003659093,0.00002172674,0.0459946,0.0008875421,0.09383642,0.001441214,0.594264,0.001451544],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6971691,0.0001208201,0.0002572418,0.0003515013,0.0001943406,0.0003939494,0.00001468545,0.00008178411,0.3014165],"genre_scores_gemma":[0.9525958,0.000008252868,0.0005925294,0.0003200565,0.00007107703,0.00005951296,0.00002822502,0.00002739318,0.04629719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7387193,"threshold_uncertainty_score":0.9531019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285740903520798,"score_gpt":0.3126923269270807,"score_spread":0.2898349178918727,"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."}}