{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003831263,0.00005774085,0.00006083918,0.00002234273,0.0004787897,0.00003554367,0.0001163328,0.0000149211,0.00195236],"category_scores_gemma":[0.00007294193,0.00006552365,0.00002093371,0.0002530685,0.00003482642,0.0002929934,0.0001795005,0.0000741949,0.0002016306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199828,"about_ca_system_score_gemma":0.00001136334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005370443,"about_ca_topic_score_gemma":0.0003643626,"domain_scores_codex":[0.9992531,0.00006261109,0.0001163131,0.0001592781,0.0002178197,0.0001908869],"domain_scores_gemma":[0.999712,0.00006180321,0.00006521438,0.0001221201,0.000006582777,0.00003224612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000155382,0.00002843797,0.9461604,0.00001140349,0.000002733486,0.00001070069,0.000171951,0.002234505,0.001058339,0.001977327,0.04775786,0.0005707547],"study_design_scores_gemma":[0.0002066678,0.00009574289,0.7562537,0.000003647964,0.00000474791,0.00001018098,0.0003117316,0.02573586,0.0002814242,0.001390614,0.2155918,0.0001139689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899778,0.00001137637,0.0001151463,0.001603005,0.0001250083,0.0002546676,0.000001955351,0.0000750847,0.007835999],"genre_scores_gemma":[0.995294,6.197865e-7,0.0001293167,0.000939685,0.00002176936,0.0002006646,0.00002265826,0.000009697049,0.003381568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899068,"threshold_uncertainty_score":0.99896,"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."}}