{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004283025,0.0003199737,0.0003601518,0.0001023189,0.0003319449,0.00005450046,0.0002805,0.00007743205,0.0004783548],"category_scores_gemma":[0.00007409521,0.0002883196,0.00005662239,0.0001552107,0.001443907,0.0004155567,0.0005843694,0.0005907105,0.0002132011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747185,"about_ca_system_score_gemma":0.000004835741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063468,"about_ca_topic_score_gemma":0.00006359105,"domain_scores_codex":[0.9966373,0.0004665649,0.0002939546,0.0007707823,0.001161996,0.0006693874],"domain_scores_gemma":[0.9986687,0.0004852025,0.0001787609,0.0004031987,0.000001154164,0.0002630051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004509677,0.0001008404,0.6052289,0.00002259381,0.00002004997,0.00001198627,0.0003431182,0.00007276302,0.3852865,2.087444e-7,0.00004089515,0.008827124],"study_design_scores_gemma":[0.0005560022,0.0006024773,0.9801889,0.00005148609,0.000007341137,0.000006418423,0.0002644876,0.0006879854,0.01702987,0.000004880544,0.0003259575,0.0002741612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980432,0.0000347739,0.000003634577,0.0001911548,0.0000365882,0.001388104,0.00007583715,0.00002673853,0.0001999151],"genre_scores_gemma":[0.9995248,0.00003033368,0.00004967932,0.0001533147,0.00001956424,0.00005750213,0.00002882948,0.00003973976,0.00009627752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.37496,"threshold_uncertainty_score":0.9999569,"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."}}