{"id":"W2269999388","doi":"","title":"Alternatives to Sprawl: Promoting infill development and brownfield redevelopment in Nanaimo, British Columbia","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Brownfield; Redevelopment; Infill; Urban sprawl; Geography; Environmental planning; Archaeology; Urban planning; Civil engineering; Engineering","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":[0.001102433,0.0002079577,0.0002470967,0.0008289989,0.0110609,0.002831268,0.002068516,0.001209194,0.008991596],"category_scores_gemma":[0.003013194,0.0002275058,0.0002178003,0.001052257,0.00251226,0.0007753219,0.004391069,0.001999938,0.0004123313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03012413,"about_ca_system_score_gemma":0.1063183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524715,"about_ca_topic_score_gemma":0.9931853,"domain_scores_codex":[0.998567,0.0002485623,0.00002223881,0.00007635197,0.0001908722,0.0008949832],"domain_scores_gemma":[0.9979113,0.0001997017,0.0000848792,0.00005835326,0.0004229447,0.001322864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005450762,0.003035585,0.2319438,0.0006755737,0.00009959639,0.003341085,0.11786,0.003205732,0.004630879,0.0573573,0.1378506,0.4394548],"study_design_scores_gemma":[0.0001696768,0.0003591442,0.3930947,0.0009003313,0.000110153,0.0002190011,0.3739623,0.002983537,0.001815045,0.00690053,0.2193656,0.0001200017],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016061,0.0008312826,0.0005964696,0.01708065,0.0001009543,0.0002999429,0.0002392872,0.00006826115,0.07917709],"genre_scores_gemma":[0.9507458,0.0006039012,0.001316227,0.001869176,0.00001321267,0.0001443592,0.0001061751,0.00002179721,0.04517937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04752851,"threshold_uncertainty_score":0.2185669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644337840381117,"score_gpt":0.3241687589588718,"score_spread":0.2977253805550606,"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."}}