{"id":"W4409310265","doi":"10.38124/ijsrmt.v4i3.405","title":"The Role of U.S. Environmental Diplomacy in International Wildfire Management and Sustainable Grassland Burning Practices","year":2025,"lang":"en","type":"article","venue":"International Journal of Scientific Research and Modern Technology.","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diplomacy; Grassland; Sustainable development; Environmental planning; Environmental resource management; Geography; Political science; Environmental protection; Agroforestry; Environmental science; Ecology; Biology; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.002887827,0.00007321218,0.0001051615,0.0007368622,0.0002464631,0.0002523389,0.0008379523,0.00005513665,0.0000193895],"category_scores_gemma":[0.0003343108,0.00005394706,0.00002288718,0.0003322581,0.001047054,0.0004405625,0.001003775,0.0003291944,0.000003350413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232885,"about_ca_system_score_gemma":0.00002409925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008024932,"about_ca_topic_score_gemma":0.00005367495,"domain_scores_codex":[0.9982504,0.00007400761,0.0003301787,0.0002292884,0.0008465034,0.0002695725],"domain_scores_gemma":[0.9992504,0.0001985662,0.0003002472,0.0001474286,0.00006128282,0.00004211033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002534284,0.0002874701,0.6473185,0.00001898069,0.0001717312,0.0001662559,0.0003739876,0.00003860648,0.03698238,0.008660877,0.0005541089,0.3051736],"study_design_scores_gemma":[0.002801116,0.0003974201,0.3291392,0.0004765611,0.00002403046,0.0003161249,0.01592845,0.02309036,0.01590679,0.4359301,0.1757355,0.0002543818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905298,0.001837086,0.00007815778,0.002155935,0.0002118195,0.0001917196,0.000003173044,0.000005297047,0.004986996],"genre_scores_gemma":[0.9965591,0.0007885087,0.0002568458,0.000005039371,0.00001391469,0.00001129586,0.000001091598,0.000004125178,0.002360107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4272692,"threshold_uncertainty_score":0.3857916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007851085287673374,"score_gpt":0.3027240114810579,"score_spread":0.2948729261933845,"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."}}