{"id":"W7005721994","doi":"","title":"The role of municipal decision-making in community wellbeing in times of drought: a case study of Canada’s Sunshine Coast Regional District","year":2024,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Community and Sustainable Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Degree (music); Work (physics); Government (linguistics); Data collection; Public health","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":[0.00164665,0.0002550412,0.0003984819,0.0007088094,0.0148106,0.005422377,0.001346374,0.00123792,0.003286774],"category_scores_gemma":[0.003311737,0.0002090678,0.0002917587,0.002542827,0.00519826,0.001077717,0.003010548,0.001450596,0.0001739414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04745208,"about_ca_system_score_gemma":0.05206977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9737484,"about_ca_topic_score_gemma":0.9920815,"domain_scores_codex":[0.9983871,0.0005705864,0.0000226315,0.00008365608,0.0001207541,0.0008152697],"domain_scores_gemma":[0.9979632,0.000808908,0.0001519399,0.00006584448,0.0004276298,0.0005824901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004017659,0.0007114442,0.1754175,0.0003153387,0.00009967115,0.007923548,0.6939574,0.007718291,0.001396827,0.02314996,0.01608437,0.07282396],"study_design_scores_gemma":[0.00002133685,0.0000670794,0.08012598,0.0001598156,0.00003369022,0.000149903,0.8980241,0.001489057,0.0001836177,0.0009521442,0.01876159,0.00003170843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825078,0.0002226483,0.0001627566,0.001784247,0.00001170503,0.00005679218,0.0001063472,0.000004934611,0.01514275],"genre_scores_gemma":[0.9969482,0.0002481856,0.0002056462,0.000103398,0.000002533978,0.0000154453,0.00004124885,0.000004455169,0.002431038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745208,"threshold_uncertainty_score":0.3442906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198053776304387,"score_gpt":0.2627475983416163,"score_spread":0.2507670605785724,"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."}}