{"id":"W2090394408","doi":"10.1007/s11116-010-9284-y","title":"Motivators and deterrents of bicycling: comparing influences on decisions to ride","year":2010,"lang":"en","type":"article","venue":"Transportation","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":565,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Hydro (Canada); University of British Columbia","funders":"","keywords":"Cycling; Transport engineering; Engineering; Traffic noise; Advertising; Geography; Business; Computer science; Forestry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001519463,0.0002475258,0.0004247332,0.0007476485,0.0007806307,0.001020442,0.0004410912,0.0009729183,0.004039998],"category_scores_gemma":[0.007907448,0.0002759316,0.001047193,0.000642963,0.0005756154,0.0004114602,0.0008818146,0.00075162,0.0003063742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619032,"about_ca_system_score_gemma":0.000931648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154414,"about_ca_topic_score_gemma":0.02514655,"domain_scores_codex":[0.9988371,0.000657749,0.00007270568,0.0001035955,0.0001016953,0.0002271369],"domain_scores_gemma":[0.992153,0.004317694,0.001384876,0.0002473262,0.0003156985,0.001581492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001500688,0.0006564244,0.991423,0.00004520497,0.000210923,0.00005733003,0.0007105266,0.0001246834,0.0004137836,0.0002274234,0.0001358637,0.004494124],"study_design_scores_gemma":[0.00004294719,0.0005480341,0.9969187,0.00001667983,0.0001695987,0.00004805979,0.001475365,0.0002663573,0.0001093485,0.0001069456,0.0002903248,0.000007531263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990707,0.0001161603,0.00001921278,0.00006240491,0.000005945964,0.00001011485,0.00005843393,8.877192e-7,0.0006561046],"genre_scores_gemma":[0.9992939,0.0001332353,0.00005499972,0.00003261787,0.000009377595,0.00001206848,0.00009181717,0.000002082903,0.0003698524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154414,"threshold_uncertainty_score":0.02295387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04536124731310646,"score_gpt":0.3495732268968907,"score_spread":0.3042119795837842,"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."}}