{"id":"W312141268","doi":"10.71781/572","title":"Potential of built environment interventions involving deployment of public bicycles to increase utilitarian cycling : the case of BIXI in Montreal, Quebec","year":2012,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Cycling; Psychological intervention; Psychology; Engineering; Geography; Psychiatry; Forestry","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":[0.001360633,0.0004793859,0.0003997878,0.0007568648,0.004060872,0.002074493,0.00222074,0.00105528,0.005894269],"category_scores_gemma":[0.003306272,0.0002262992,0.0004967035,0.001260976,0.001649043,0.0005975686,0.002336622,0.001064036,0.0002084353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05369401,"about_ca_system_score_gemma":0.07322712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893039,"about_ca_topic_score_gemma":0.9961927,"domain_scores_codex":[0.9979832,0.000666824,0.00002653311,0.0001263635,0.0002037956,0.000993246],"domain_scores_gemma":[0.9980291,0.0002533758,0.0001576136,0.00006418557,0.0005983624,0.0008973647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318587,0.001927621,0.7056922,0.002042842,0.0008493506,0.006194085,0.02426966,0.0123631,0.006756281,0.01727228,0.03179703,0.1895171],"study_design_scores_gemma":[0.0002054593,0.0009199243,0.9226081,0.000626493,0.0002839665,0.0002225062,0.03520187,0.0035807,0.0006028501,0.0007360678,0.03490685,0.0001053235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449158,0.002739138,0.00115688,0.01513069,0.0001490601,0.000858465,0.001672009,0.00005651708,0.0333214],"genre_scores_gemma":[0.9894762,0.001105114,0.0009245109,0.001041698,0.0000279509,0.0002545493,0.0002620654,0.00000896753,0.006898929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05369401,"threshold_uncertainty_score":0.3895791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634233231577673,"score_gpt":0.2336247573385836,"score_spread":0.2172824250228069,"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."}}