{"id":"W299762813","doi":"10.1016/j.trf.2015.04.004","title":"Urban cyclists’ perspectives on post-collision behaviour change: A qualitative study","year":2015,"lang":"en","type":"article","venue":"Transportation Research Part F Traffic Psychology and Behaviour","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Cycling; Behaviour change; Grounded theory; Psychology; Thematic analysis; Qualitative research; Reflexivity; Collision; Social psychology; Applied psychology; Computer security; Geography; Sociology; Psychological intervention; Computer science; Psychiatry","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":[0.008368728,0.0005757158,0.0008998639,0.002102975,0.01504517,0.005372772,0.001899196,0.002887104,0.005497666],"category_scores_gemma":[0.01235381,0.0009885563,0.0004702196,0.001914137,0.006750413,0.003240616,0.006125562,0.004644061,0.0005706449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006002719,"about_ca_system_score_gemma":0.006902315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0301025,"about_ca_topic_score_gemma":0.06972931,"domain_scores_codex":[0.9934729,0.004064904,0.0001957026,0.0004870204,0.0003997026,0.001379781],"domain_scores_gemma":[0.9857393,0.008886348,0.001077582,0.0003559213,0.001465467,0.002475419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000238692,0.00006264536,0.003110717,0.00004747966,0.000002761398,0.0003008216,0.9949845,0.000008851654,0.000199804,0.0001998572,0.0001887446,0.0008699447],"study_design_scores_gemma":[0.000002926798,0.00003290805,0.001733115,0.00003545259,0.000002211052,0.00005749356,0.9965824,0.000008215454,0.00004718623,0.00003659996,0.001455653,0.000005822992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933256,0.0002785709,0.000392749,0.001606492,0.00005748729,0.0001590592,0.000149993,0.00000806753,0.004022061],"genre_scores_gemma":[0.99449,0.0003687659,0.0002772525,0.0009663054,0.00002380701,0.0003535662,0.00008601866,0.00001860894,0.00341561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0301025,"threshold_uncertainty_score":0.05985457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2551934503696021,"score_gpt":0.5249239996184126,"score_spread":0.2697305492488105,"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."}}