{"id":"W2940448993","doi":"10.1088/1748-9326/ab1bc5","title":"Contrasting human influences and macro-environmental factors on fire activity inside and outside protected areas of North America","year":2019,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"U.S. Forest Service","keywords":"Environmental science; Fire regime; Geography; Mediterranean climate; Ecology; Physical geography; Environmental resource management; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000655742,0.000210246,0.0001852936,0.000603779,0.0003908164,0.0006812078,0.0002806305,0.0001761729,0.0007366408],"category_scores_gemma":[0.002014137,0.0001488476,0.0004014202,0.0006528962,0.0005266445,0.000395611,0.0004961494,0.0002398213,0.00007830367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008569167,"about_ca_system_score_gemma":0.0006602127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1941906,"about_ca_topic_score_gemma":0.427845,"domain_scores_codex":[0.9996877,0.0001011366,0.00001494036,0.00009418245,0.00004474257,0.00005749664],"domain_scores_gemma":[0.9986587,0.0006851989,0.0002975274,0.00008286862,0.0001317275,0.0001440535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003515564,0.00001442118,0.9934097,0.00001029783,0.00009070354,0.00003577311,0.0003379943,0.002092455,0.0002724829,0.00007214159,0.0001056012,0.003523204],"study_design_scores_gemma":[5.022297e-7,0.000005405526,0.9976085,0.000005051563,0.00001070146,0.00001801049,0.0002999564,0.001818642,0.00003441253,0.00003889541,0.0001574345,0.00000233344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991658,0.0001145838,0.0001643981,0.00002322519,0.000001876205,0.000001516049,0.0001002391,0.000003960593,0.0004244192],"genre_scores_gemma":[0.999449,0.00008986863,0.0001613577,0.000007791673,0.000003885705,0.000002296739,0.0001630285,0.000002992594,0.0001197727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8058094,"threshold_uncertainty_score":0.3861205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482102439923188,"score_gpt":0.2521767711242633,"score_spread":0.2373557467250314,"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."}}