{"id":"W6989601890","doi":"","title":"Burning Questions: Community Engagement and Wildfire Management in a Changing Climate. A case study of Kamloops, British Columbia, Canada","year":2025,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Community engagement; Psychological resilience; Wildland–urban interface; Face (sociological concept); State (computer science); Perception; Community resilience","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":[0.001466306,0.0003506981,0.0003619159,0.0007900056,0.02848685,0.003749996,0.002078652,0.002027696,0.005331682],"category_scores_gemma":[0.002409644,0.0002788725,0.0002548438,0.00192819,0.005293321,0.001061427,0.00255459,0.001855834,0.0003723034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06271371,"about_ca_system_score_gemma":0.05662583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845731,"about_ca_topic_score_gemma":0.9965791,"domain_scores_codex":[0.9986123,0.0004268836,0.00002873256,0.0001613486,0.000218817,0.0005520066],"domain_scores_gemma":[0.9983144,0.0004785514,0.00009071863,0.00004703486,0.000446689,0.0006227093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001873601,0.0005212817,0.0745021,0.0004071658,0.00003741595,0.0141148,0.824047,0.001519263,0.00193151,0.007743294,0.01943738,0.05555149],"study_design_scores_gemma":[0.00001282239,0.00004546696,0.03333682,0.0001426717,0.000009424411,0.0002924515,0.9314176,0.0004063549,0.0001794654,0.0003873777,0.03373818,0.00003137429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701949,0.000790836,0.0004126162,0.003437195,0.00004820171,0.0002491682,0.0002594319,0.00001168738,0.0245959],"genre_scores_gemma":[0.9825794,0.0006811782,0.0005400724,0.0007324254,0.000005473653,0.0001183217,0.0001440073,0.0000125161,0.0151867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06271371,"threshold_uncertainty_score":0.455022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428501844138937,"score_gpt":0.2229335320025681,"score_spread":0.2086485135611787,"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."}}