{"id":"W7006128022","doi":"","title":"Sustainable Neighborhoods and Housing Affordability in Canada: Is housing affordable in neighborhood with more favorable active living environments?","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Affordable housing; Work (physics); Poverty; Sustainability; Government (linguistics); Urban planning","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":[0.0009680142,0.000297182,0.0005650645,0.001421067,0.008690902,0.005673883,0.00179442,0.001243023,0.01458599],"category_scores_gemma":[0.00446128,0.0003146572,0.0007851099,0.004585044,0.002941958,0.001860552,0.003018163,0.002334685,0.000500973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0829824,"about_ca_system_score_gemma":0.1546156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987237,"about_ca_topic_score_gemma":0.9995547,"domain_scores_codex":[0.9984996,0.0001068544,0.00004013963,0.0001396076,0.0003750887,0.0008386918],"domain_scores_gemma":[0.9958166,0.0002220701,0.0004741281,0.00007907762,0.00122173,0.002186311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783753,0.0004772698,0.8750654,0.0001646249,0.0001310818,0.0003041122,0.01627617,0.0005129495,0.000157821,0.02259883,0.02685753,0.05727589],"study_design_scores_gemma":[0.00002201318,0.000034566,0.9242055,0.0003149793,0.00008883436,0.00005535528,0.05694614,0.0004750798,0.0000600653,0.002091692,0.01565978,0.00004596543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933892,0.005816271,0.0002405498,0.038096,0.0001925824,0.0001090314,0.003560599,0.00002050963,0.05857536],"genre_scores_gemma":[0.9843115,0.003202208,0.0002610187,0.0009497615,0.00003514989,0.00002585604,0.0005748305,0.00001351275,0.01062607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0829824,"threshold_uncertainty_score":0.6020823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151538447284613,"score_gpt":0.2431578856949958,"score_spread":0.2316425012221496,"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."}}