{"id":"W608929157","doi":"","title":"Uniquely Satisfied: Exploring Cyclist Trip Satisfaction","year":2013,"lang":"en","type":"article","venue":"Transportation Research Board 92nd Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cycling; TRIPS architecture; Transport engineering; Intersection (aeronautics); Travel behavior; Geography; Psychology; Applied psychology; Engineering","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":[0.00103071,0.0001860538,0.0002706249,0.001113082,0.0006245607,0.001465589,0.0004304677,0.0004652292,0.00416399],"category_scores_gemma":[0.004376914,0.0001587595,0.0005564879,0.001303876,0.0004240648,0.0006719253,0.00118962,0.0005365576,0.0004193438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005524937,"about_ca_system_score_gemma":0.0003540124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008889763,"about_ca_topic_score_gemma":0.01428772,"domain_scores_codex":[0.9991969,0.000296646,0.00008198422,0.00009872676,0.0001812092,0.0001445275],"domain_scores_gemma":[0.997661,0.0005790141,0.0007900343,0.0001041281,0.0004266417,0.0004391718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006981822,0.00006551657,0.9887879,0.00004313046,0.0000628697,0.0000774928,0.004144058,0.00009210013,0.0002183021,0.0000999604,0.0002919326,0.006046766],"study_design_scores_gemma":[0.000002949052,0.0001526961,0.982435,0.00001591898,0.00002171926,0.0001104216,0.01603311,0.0003575684,0.0000927037,0.0000771946,0.0006920362,0.000008662515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980221,0.00003311923,0.0001489377,0.00005205772,0.000003019116,0.00001616109,0.0002973868,0.000003057502,0.00142439],"genre_scores_gemma":[0.9988074,0.00005520884,0.0001868343,0.00003049512,0.000005022737,0.00003131144,0.0004591066,0.000002260822,0.0004223281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008889763,"threshold_uncertainty_score":0.01767606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143667288296141,"score_gpt":0.4143065864053037,"score_spread":0.2706392981091628,"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."}}