{"id":"W575930384","doi":"","title":"Contested streets : a case study approach to understanding bicycle and car politics in Toronto, Canada","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realm; Politics; Institutionalisation; Cycling; Political science; Public administration; Sociology; Geography; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0002867515,0.0001658782,0.0002641689,0.00004579066,0.0003226948,0.00007855864,0.0001450952,0.000175983,0.00005042636],"category_scores_gemma":[0.00006474396,0.0001728461,0.00002129479,0.0001637007,0.00004289238,0.00009976053,0.000009435539,0.0002589377,1.784662e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012945,"about_ca_system_score_gemma":0.001178861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985493,"about_ca_topic_score_gemma":0.999979,"domain_scores_codex":[0.9987221,0.00008141092,0.0002016281,0.0003461792,0.0003169279,0.0003317503],"domain_scores_gemma":[0.9993933,0.00007353546,0.0000773703,0.0001756998,0.00004789334,0.0002321304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003525507,0.0003294634,0.4962644,0.000118031,0.00003944855,0.0007160951,0.4995894,0.000001798869,0.00003302809,0.002406344,0.0001748533,0.0002918336],"study_design_scores_gemma":[0.0002546824,0.00002467587,0.09624532,0.00002375168,0.0000350058,0.000001549356,0.9029675,0.000007275311,0.000006899762,0.00006133919,0.0001634309,0.0002085434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945859,0.000156653,0.000006159714,0.00007244094,0.0002918651,0.0007916485,0.00001533357,0.00002384074,0.05278311],"genre_scores_gemma":[0.9954538,0.000002793847,0.000038296,0.00002350432,0.00008441453,0.00002353149,0.00004343463,0.00001581952,0.004314387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4033781,"threshold_uncertainty_score":0.704846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05218898747119978,"score_gpt":0.3728907153890194,"score_spread":0.3207017279178196,"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."}}