{"id":"W1772057927","doi":"10.22230/jem.2011v12n3a175","title":"Stumpage and Tenure Issues Affecting Wildland Urban Interface Fuel Treatments in British Columbia","year":2012,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stumpage; Wildland–urban interface; Business; Geography; Natural resource economics; Environmental science; Environmental resource management; Environmental planning; Forestry; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033512,0.0001177529,0.0003267242,0.00005223749,0.0000760859,0.0002445581,0.00009061166,0.0000482964,0.00008897074],"category_scores_gemma":[0.00001601516,0.0001345225,0.00003954047,0.0001075892,0.00002665448,0.0005237023,0.000157736,0.0001112379,0.00001432228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877512,"about_ca_system_score_gemma":0.000001579218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01429986,"about_ca_topic_score_gemma":0.06069745,"domain_scores_codex":[0.9987589,0.0001220006,0.0004087048,0.0001714994,0.0002400025,0.0002989273],"domain_scores_gemma":[0.999396,0.0000400161,0.0002866451,0.0001120255,0.000006458903,0.0001588043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008356394,0.0001554035,0.9780304,0.0003077038,0.00009050973,0.0001302858,0.0007812433,0.00001396685,0.0001470879,0.000001856886,0.01108253,0.009250634],"study_design_scores_gemma":[0.001516254,0.0003154426,0.9599782,0.000814661,0.00007274449,0.0005348193,0.001058705,0.0004562412,0.00001075748,0.00001787949,0.03502682,0.0001975233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929299,0.004745647,0.00002224855,0.00004646695,0.0004775537,0.0004922611,0.00000365912,0.000008888898,0.001273326],"genre_scores_gemma":[0.9972751,0.0008018323,0.0001959418,0.0000225275,0.0001257054,0.00001038718,5.281799e-7,0.0000160088,0.001552008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04639759,"threshold_uncertainty_score":0.992264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005526558770736254,"score_gpt":0.2152599838895715,"score_spread":0.2097334251188353,"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."}}