{"id":"W868722454","doi":"10.1007/s11676-015-0084-2","title":"Gamma generalized linear model to investigate the effects of climate variables on the area burned by forest fire in northeast China","year":2015,"lang":"en","type":"article","venue":"Journal of Forestry Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"China; Forestry; Environmental science; Geography; Physical geography; Atmospheric sciences; Climatology; Mathematics; Geology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006316135,0.000184403,0.0003453614,0.0001122255,0.0001686309,0.0000637345,0.00135882,0.0001042503,0.00002663742],"category_scores_gemma":[0.002955489,0.00009490386,0.00009934171,0.000723517,0.0003175861,0.000200641,0.0004612961,0.0008430567,0.00005570918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759022,"about_ca_system_score_gemma":0.0001235237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328801,"about_ca_topic_score_gemma":0.0004125499,"domain_scores_codex":[0.9960657,0.0008873068,0.0005631521,0.0002224907,0.001642959,0.0006184269],"domain_scores_gemma":[0.9976937,0.0009189106,0.0002662214,0.000649468,0.00008863692,0.0003830807],"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":[0.001982532,0.0007440274,0.5078261,0.0003016102,0.00009739229,0.0002314766,0.00350906,0.3681614,0.03074476,0.0006273725,0.08263224,0.003141962],"study_design_scores_gemma":[0.00250952,0.002615527,0.09048015,0.0009345555,0.00002225919,0.00009155864,0.0002385139,0.8875268,0.007219375,0.006962371,0.001115841,0.000283578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947507,0.0001141062,0.00005683635,0.003105222,0.0001316873,0.0007280945,0.00001332586,0.000005740439,0.001094272],"genre_scores_gemma":[0.9990779,0.00008714251,0.0003435741,0.0001268726,0.0001111943,0.00004265546,0.000001871526,0.00002720325,0.0001815552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5193653,"threshold_uncertainty_score":0.3870067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594396842246128,"score_gpt":0.3036026313920714,"score_spread":0.2576586629696101,"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."}}