{"id":"W2748695092","doi":"10.3141/2652-10","title":"Perceived Reality","year":2017,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Customer satisfaction; Public transport; Context (archaeology); Perception; Crowding; Service quality; Service (business); Transport engineering; Marketing; Business; Computer science; Engineering; Psychology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003256098,0.0005976565,0.0004011302,0.001057446,0.002003925,0.008674227,0.0009121638,0.001218906,0.04232116],"category_scores_gemma":[0.0104579,0.0001643741,0.0004574579,0.00108385,0.003344014,0.005002052,0.004394679,0.002003268,0.007545859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089712,"about_ca_system_score_gemma":0.001640387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121701,"about_ca_topic_score_gemma":0.001353667,"domain_scores_codex":[0.9941355,0.002636659,0.0002928845,0.0006905315,0.001737422,0.0005069362],"domain_scores_gemma":[0.9958891,0.001021027,0.0005381568,0.0006451111,0.001215585,0.0006909916],"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":[0.0001392206,0.0001854953,0.01423749,0.0005900894,0.0000744553,0.000474819,0.05014222,0.0005958302,0.001132784,0.6636696,0.07414336,0.1946145],"study_design_scores_gemma":[0.00002068007,0.0001416937,0.009837963,0.0003691319,0.00002840097,0.0006132391,0.03443125,0.0004173182,0.0002009456,0.09075356,0.8631271,0.00005878867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04115825,0.002364861,0.01650117,0.01433641,0.001388826,0.0002139226,0.0007813994,0.0001582731,0.9230968],"genre_scores_gemma":[0.8975067,0.00301211,0.007054862,0.005640879,0.0006013223,0.0003162029,0.0009951374,0.0001062013,0.08476664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04232116,"threshold_uncertainty_score":0.1415784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858991918718371,"score_gpt":0.4643124311065994,"score_spread":0.2784132392347622,"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."}}