{"id":"W7117488978","doi":"10.32866/001c.154704","title":"A Gendered Analysis of the Mobility of Care Done by Bike in Victoria, Canada","year":2025,"lang":"en","type":"article","venue":"Findings","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Cycling; Quarter (Canadian coin); Child care; Social mobility","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006778354,0.0002534409,0.0004416237,0.001941146,0.003501859,0.001660726,0.001030019,0.0003918075,0.002390336],"category_scores_gemma":[0.002336246,0.0002722888,0.0006496932,0.004799064,0.0009523328,0.0005046605,0.001628824,0.0005404181,0.0002268486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02211744,"about_ca_system_score_gemma":0.0190583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918712,"about_ca_topic_score_gemma":0.9963,"domain_scores_codex":[0.9989533,0.00009439264,0.00007019717,0.0001432269,0.0003177029,0.0004211815],"domain_scores_gemma":[0.9985203,0.0001052066,0.0002109521,0.00003728607,0.0007672537,0.0003590166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000137439,0.00003639256,0.9546968,0.0001406578,0.00006961527,0.0002679398,0.02238605,0.0002216381,0.0005978046,0.001054279,0.001652038,0.01873924],"study_design_scores_gemma":[0.000001816698,0.00001754293,0.9813607,0.00007616867,0.00001262295,0.00006449498,0.016326,0.0001873632,0.0000510592,0.00004430909,0.001843685,0.00001406307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923362,0.0007516934,0.0001022897,0.0002385968,0.00001123666,0.00002995734,0.002245256,0.000004446234,0.004280251],"genre_scores_gemma":[0.9968746,0.0005018774,0.0001347336,0.00003607817,0.00000183731,0.00001430259,0.0006424129,0.000005416664,0.001788702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02211744,"threshold_uncertainty_score":0.1604741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007078561212030456,"score_gpt":0.2623032562998455,"score_spread":0.2552246950878151,"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."}}