{"id":"W4401766827","doi":"10.15402/esj.v10i2.70897","title":"Vancouver Affordable Housing","year":2024,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Business; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001784038,0.0007122165,0.0004430774,0.0007790877,0.005341034,0.003682988,0.0007729778,0.00157671,0.6653321],"category_scores_gemma":[0.0007785347,0.0004188218,0.0002587425,0.001158698,0.0003843031,0.0007541038,0.001708464,0.001589215,0.2708064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929117,"about_ca_system_score_gemma":0.00328688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2318343,"about_ca_topic_score_gemma":0.6980245,"domain_scores_codex":[0.9996303,0.00002319696,0.00001108358,0.00007064454,0.0001906153,0.00007403612],"domain_scores_gemma":[0.9995254,0.00002590914,0.00001343295,0.00003432606,0.0002740192,0.0001268795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000648885,0.00005030911,0.001586144,0.0001226101,0.00000589984,0.0002196456,0.0001535308,0.0001013262,0.00029197,0.006639967,0.8823617,0.108402],"study_design_scores_gemma":[0.000005016262,0.000007819729,0.002006578,0.00005165986,0.00000181766,0.00003828289,0.0002434069,0.00005282772,0.00008874838,0.0002831722,0.9972154,0.000005208894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001857619,0.001121911,0.0001833621,0.001315341,0.0004200491,0.00004439315,0.003305852,0.0001658804,0.9915855],"genre_scores_gemma":[0.00374265,0.0004245204,0.0001635358,0.0002036479,0.00002409128,0.00001200922,0.0007287885,0.00007183527,0.994629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7681657,"threshold_uncertainty_score":0.4773632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558325034016646,"score_gpt":0.4284171618148747,"score_spread":0.2725846584132101,"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."}}