{"id":"W7096743713","doi":"","title":"Can Trip Planner Log Files Analysis Help Can Trip Planner Log Files Analysis Help in Transit Service Planning?","year":2008,"lang":"en","type":"article","venue":"","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planner; Transit (satellite); Service (business); The Internet; Public transport; Point (geometry)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00372249,0.001263433,0.0009733309,0.007245532,0.0007675151,0.004120104,0.001154916,0.001361589,0.01847891],"category_scores_gemma":[0.03340484,0.0005748952,0.0007874603,0.0070711,0.0006435644,0.00636881,0.0007627833,0.000975659,0.009223957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361635,"about_ca_system_score_gemma":0.002694036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05515346,"about_ca_topic_score_gemma":0.07705533,"domain_scores_codex":[0.9978402,0.0009766303,0.0001219105,0.0002498882,0.000589995,0.00022138],"domain_scores_gemma":[0.9774686,0.01271298,0.001949577,0.002404726,0.004764928,0.0006992301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007134986,0.001086313,0.1637283,0.0007136817,0.0001807715,0.0006187254,0.002155007,0.008726908,0.002624229,0.004822981,0.1241514,0.6904781],"study_design_scores_gemma":[0.0003666927,0.000635066,0.4199627,0.001325039,0.0003986446,0.00111273,0.02415935,0.2516702,0.01165374,0.0414428,0.246585,0.0006881041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4835191,0.002879339,0.2369602,0.0632351,0.001358581,0.002235365,0.05019928,0.04240061,0.1172125],"genre_scores_gemma":[0.817617,0.001818735,0.1502064,0.001451985,0.0004300428,0.0003780416,0.0150856,0.001165126,0.01184707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515346,"threshold_uncertainty_score":0.1096649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130677392952681,"score_gpt":0.2332127896190052,"score_spread":0.2119060156894783,"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."}}