{"id":"W1524172344","doi":"","title":"Modeling wildfire regimes in northern North America","year":2009,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Climatology; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004259264,0.0003901227,0.0005595157,0.0002414838,0.0002944275,0.00006555468,0.0008518111,0.000175319,0.00005868069],"category_scores_gemma":[0.00005518501,0.0004301248,0.0001724176,0.001096902,0.000107105,0.0008397417,0.0002040948,0.0003520561,0.00166111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860311,"about_ca_system_score_gemma":0.00005086739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009199118,"about_ca_topic_score_gemma":0.01404177,"domain_scores_codex":[0.9970734,0.0003280504,0.0003900285,0.0008336878,0.000601839,0.00077302],"domain_scores_gemma":[0.9986348,0.00007802766,0.0001890975,0.0007610928,0.00002245876,0.0003145328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005380152,0.0007188829,0.7358453,0.0003832306,0.0001183542,0.002604849,0.007591216,0.2088019,0.0009260385,0.000403115,0.003172049,0.03889703],"study_design_scores_gemma":[0.003475835,0.0005977157,0.1615145,0.0009112283,0.0001211099,0.0001963651,0.007571515,0.7716587,0.00007910304,0.00004551043,0.05171706,0.002111429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964666,0.00008748783,0.001402899,0.0004145542,0.0002712695,0.0008068794,0.00002100636,0.0003215677,0.03200834],"genre_scores_gemma":[0.9979663,0.00001690968,0.0004272745,0.0001002546,0.00008063015,0.000003079875,0.00003502903,0.00003133751,0.001339165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5743308,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004187403721580719,"score_gpt":0.1582132927521254,"score_spread":0.1540258890305447,"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."}}