{"id":"W777746412","doi":"","title":"Better rail stations","year":2009,"lang":"en","type":"article","venue":"","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Franchise; Transport engineering; Business; Quarter (Canadian coin); State (computer science); Computer science; Engineering; Geography; Marketing","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":["insufficient_payload"],"category_scores_codex":[0.00003011501,0.00004539244,0.00004935755,0.00006125161,0.00005460495,0.00008260979,0.00005768485,0.00001317478,0.001219114],"category_scores_gemma":[0.000001824738,0.00003958955,0.00002616698,0.00006019981,0.000008916178,0.0005619104,0.000004439515,0.00002230488,0.001284449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003486725,"about_ca_system_score_gemma":0.000002327208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061061,"about_ca_topic_score_gemma":0.0001194305,"domain_scores_codex":[0.9997177,2.402655e-7,0.00008096673,0.00006307632,0.00002668482,0.0001113036],"domain_scores_gemma":[0.9998958,0.000002673976,0.00002103558,0.00006637595,0.00001076825,0.000003364451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001126691,0.00008527172,0.08030938,0.0000182825,0.00001817115,0.000004200278,0.0001289793,0.00008543611,0.0005833777,0.5501808,0.3123484,0.05622644],"study_design_scores_gemma":[0.0001682941,0.000001706498,0.3874628,0.000001981152,0.000008774568,1.613026e-7,0.00004605384,0.0002733094,0.00002649707,0.01862136,0.593294,0.0000951014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5482401,0.000005579259,0.0004563979,0.01005299,0.00009015927,0.00003522369,6.158672e-7,0.0001215386,0.4409974],"genre_scores_gemma":[0.9709762,9.093821e-7,0.0001777631,0.02552425,0.0005149795,0.000001291497,0.00001439252,0.000003328587,0.002786821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5315594,"threshold_uncertainty_score":0.9996939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149587012399129,"score_gpt":0.2013690193921752,"score_spread":0.1864103181522623,"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."}}