{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001400773,0.000956542,0.001284113,0.0005830267,0.002699818,0.0003469996,0.0005726067,0.0005969315,0.0001788526],"category_scores_gemma":[0.001699512,0.001050662,0.0001144551,0.002814629,0.0002832961,0.002591879,0.0002548585,0.001903258,0.000003831903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292011,"about_ca_system_score_gemma":0.00514347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7979214,"about_ca_topic_score_gemma":0.9761655,"domain_scores_codex":[0.9930313,0.001132759,0.0009278504,0.001635251,0.001326951,0.001945859],"domain_scores_gemma":[0.9971725,0.0007097771,0.000708541,0.0004994296,0.0003928837,0.0005168067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.007857701,0.00412868,0.2879411,0.00968663,0.002101249,0.01051493,0.07959566,0.005046229,0.003949706,0.3202863,0.00006143471,0.2688304],"study_design_scores_gemma":[0.0023158,0.0004390952,0.06026782,0.002184532,0.000264772,0.000004314782,0.8752317,0.0003253203,0.004889243,0.01322743,0.0375756,0.003274378],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248138,0.0004384489,0.000001328295,0.0002237405,0.0001814841,0.001755723,0.000253283,0.00008308404,0.07224909],"genre_scores_gemma":[0.9953635,0.0005161331,0.0002303117,0.0004569919,0.00004414484,0.0001769772,0.0001001168,0.0001875012,0.002924357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.795636,"threshold_uncertainty_score":0.9991944,"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."}}