{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002122305,0.0004411523,0.0008481506,0.001722553,0.0001632479,0.00006114937,0.0002665763,0.00031055,0.002628979],"category_scores_gemma":[0.00003575736,0.0004246011,0.0003910627,0.00415952,0.00004329839,0.0001767769,0.00002059417,0.0003720874,0.00005815051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549418,"about_ca_system_score_gemma":0.00005310046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008441553,"about_ca_topic_score_gemma":0.04316491,"domain_scores_codex":[0.9976449,0.00011295,0.0007180768,0.0005145012,0.0004526556,0.0005568945],"domain_scores_gemma":[0.9989462,0.0001848446,0.00009876559,0.0003781785,0.0001423336,0.0002497084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002000148,0.0001445415,0.08404828,0.0001072717,0.003540516,0.0002718444,0.005352888,0.8951861,0.000879171,0.00003294111,0.008964173,0.001272253],"study_design_scores_gemma":[0.003399349,0.0001484438,0.3439277,0.0001150495,0.004505408,0.00003448414,0.002338797,0.6317813,0.009089871,0.0001452176,0.002709844,0.001804582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855788,0.0003357865,0.007328155,0.0007941566,0.00016082,0.0003107099,0.001038259,0.0005494347,0.003903861],"genre_scores_gemma":[0.9936525,0.00008094812,0.0003333723,0.0008189839,0.0001445493,0.00006232951,0.004140831,0.00004866964,0.0007177681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2634048,"threshold_uncertainty_score":0.9998206,"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."}}