{"id":"W2305823787","doi":"10.5558/tfc2016-019","title":"Wildfire risk mitigation and recreational property owners in Cypress Hills Interprovincial Park-Alberta","year":2016,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Natural Resources Canada; Canadian Forest Service; Agriculture Food and Rural Development","funders":"","keywords":"Recreation; Cypress; Business; Wildland–urban interface; Prescribed burn; Pruning; Property value; Geography; Environmental planning; Environmental protection; Environmental resource management; Forestry; Environmental science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921347,0.0001245125,0.0001043736,0.0003441559,0.001029968,0.0006284296,0.0003849286,0.0001699445,0.001509775],"category_scores_gemma":[0.0007437667,0.0001302672,0.0001000833,0.0005153652,0.0005375625,0.0002654516,0.0004986768,0.0003120771,0.00009663947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258213,"about_ca_system_score_gemma":0.002144396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7375458,"about_ca_topic_score_gemma":0.9463848,"domain_scores_codex":[0.9997919,0.00002863659,0.000007974847,0.00002648421,0.00006822631,0.0000767881],"domain_scores_gemma":[0.9991376,0.0001133874,0.0002732494,0.00002716822,0.0001642161,0.0002842545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003316355,0.00008816901,0.9928484,0.000005268063,0.000009155617,0.0001207734,0.002384488,0.00006648798,0.0002666547,0.00003899062,0.0001635112,0.003974759],"study_design_scores_gemma":[0.00000131515,0.00002551651,0.9925505,0.00000476064,0.000003742535,0.00003548435,0.007016154,0.000100364,0.00004324329,0.000006593483,0.0002104528,0.000001917785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996961,0.00001123944,0.000009142105,0.00001252644,4.060119e-7,0.00000219377,0.00001570778,3.530329e-7,0.0002522836],"genre_scores_gemma":[0.9992265,0.00004478731,0.00003613243,0.000009164262,9.152841e-7,0.000002980906,0.00005968439,4.302084e-7,0.0006194593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2624542,"threshold_uncertainty_score":0.5279996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003973225896373046,"score_gpt":0.1939554839632197,"score_spread":0.1899822580668466,"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."}}