{"id":"W4404672208","doi":"10.3390/fire7120432","title":"Weighing Policy Effectiveness Through Recent Forest Fire Status","year":2024,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Natural Science Foundation for Young Scientists of Shanxi Province; National Natural Science Foundation of China","keywords":"Forestry; Environmental resource management; Geography; Environmental science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003010084,0.0002127545,0.0001956039,0.000023677,0.0001599568,0.0001215996,0.0002206892,0.0001026669,0.000918533],"category_scores_gemma":[0.0001364151,0.0001820002,0.00008230221,0.0006083761,0.00008029104,0.0004897144,0.0002051603,0.0002113826,0.003869361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008821375,"about_ca_system_score_gemma":0.00004527415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205942,"about_ca_topic_score_gemma":0.0004214123,"domain_scores_codex":[0.9982875,0.0001602665,0.0001838423,0.0004861855,0.0003356138,0.000546622],"domain_scores_gemma":[0.9992073,0.0002804943,0.0000359342,0.000347844,0.000005511757,0.0001229392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007266858,0.0001903312,0.1008263,0.0010814,0.0001178082,0.0004046862,0.003667569,0.001650313,0.00442612,0.002357358,0.04656777,0.8386377],"study_design_scores_gemma":[0.0003295058,0.0001900375,0.1632666,0.0005478319,0.00002227899,0.00003412543,0.00004034973,0.03930102,0.001640187,0.002012562,0.792154,0.0004614829],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977872,0.001262074,0.0002279677,0.00109365,0.001434609,0.0005811376,0.00003950067,0.0003831878,0.01710588],"genre_scores_gemma":[0.9983552,0.000225287,0.0001547484,0.0001836072,0.0003127317,0.0000840291,0.00002168087,0.0000508846,0.0006118863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8381762,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009377703206921361,"score_gpt":0.2578017636835139,"score_spread":0.2484240604765925,"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."}}