{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01265326,0.0002421753,0.0003875306,0.002696471,0.0007572958,0.002901405,0.0007371331,0.0008629913,0.002454035],"category_scores_gemma":[0.03723382,0.0001573192,0.0003732775,0.001863061,0.001137199,0.002120909,0.0007467221,0.001201275,0.0002141046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006785373,"about_ca_system_score_gemma":0.005701962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08889656,"about_ca_topic_score_gemma":0.1109951,"domain_scores_codex":[0.9947671,0.001837921,0.0003298307,0.0003769863,0.001482673,0.001205609],"domain_scores_gemma":[0.9772446,0.01032692,0.004160619,0.0006995543,0.005607172,0.001961106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007008227,0.000343337,0.7763045,0.0004262721,0.000801541,0.0001952795,0.0009265487,0.03062857,0.0007603566,0.03119699,0.004414056,0.1533016],"study_design_scores_gemma":[0.00007604485,0.0005612377,0.9252907,0.0004977512,0.000579514,0.0001047706,0.003939839,0.02624698,0.002138293,0.01182486,0.02865974,0.0000802174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008966,0.005901879,0.003332384,0.01273466,0.0002235589,0.0001395136,0.001271207,0.00006647128,0.07543366],"genre_scores_gemma":[0.9964932,0.001167663,0.0004494397,0.0003919371,0.00007039544,0.00002132858,0.0002327022,0.000008035744,0.001165379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08889656,"threshold_uncertainty_score":0.1767583,"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."}}