{"id":"W4220807505","doi":"10.3390/conservation2010013","title":"Wildfires vs. Sustainable Forest Partitioning","year":2022,"lang":"en","type":"article","venue":"Conservation","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme; European Commission","keywords":"Livelihood; Geography; Environmental resource management; Climate change; Ecosystem; Forest ecology; Natural capital; Natural resource; Global warming; Ecosystem services; Ecology; Environmental science; Agriculture","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":[0.001190565,0.0002822684,0.0002131925,0.001217786,0.000488328,0.001265535,0.000493578,0.0003686515,0.002544911],"category_scores_gemma":[0.002346218,0.000101865,0.0004039466,0.001157474,0.0010964,0.001278796,0.001006093,0.0005054337,0.0001402686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008098848,"about_ca_system_score_gemma":0.000651016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00442953,"about_ca_topic_score_gemma":0.01506176,"domain_scores_codex":[0.9992994,0.0001788595,0.000042829,0.0001497504,0.0001503199,0.000178695],"domain_scores_gemma":[0.9987285,0.0004955794,0.0003480121,0.0001147264,0.0001626991,0.0001504552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005368139,0.000314268,0.3096684,0.0007577735,0.0002707835,0.001012361,0.006057324,0.08788991,0.00817774,0.2733984,0.002181819,0.3097343],"study_design_scores_gemma":[0.00006370736,0.0006185636,0.5615083,0.0006604165,0.0001915827,0.002064362,0.0240747,0.0986001,0.005705966,0.2482001,0.05819158,0.0001206212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059797,0.002260857,0.04291017,0.0005399733,0.00007020283,0.0001250689,0.0003689882,0.00005308788,0.04769188],"genre_scores_gemma":[0.9932856,0.000199681,0.005443279,0.00002159637,0.00001010601,0.00002238735,0.00005741933,0.000005597089,0.0009543364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442953,"threshold_uncertainty_score":0.00880748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00625544426638001,"score_gpt":0.1917303717274633,"score_spread":0.1854749274610833,"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."}}