{"id":"W2922178117","doi":"10.5751/es-10810-240127","title":"Adapting wildland fire governance to climate change in Alaska","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford","keywords":"Climate change; Environmental resource management; Corporate governance; Climate change adaptation; Geography; Environmental planning; Environmental science; Business; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00237599,0.0001335804,0.0001336585,0.0006162408,0.003962432,0.002500211,0.0004552007,0.0006616637,0.001127535],"category_scores_gemma":[0.002541856,0.0001494734,0.0001432914,0.0006266811,0.003246693,0.001553483,0.002195161,0.0006187476,0.00007694876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379073,"about_ca_system_score_gemma":0.002969636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03905601,"about_ca_topic_score_gemma":0.09618804,"domain_scores_codex":[0.9990962,0.0004404025,0.00004394515,0.0001339961,0.00010568,0.000179822],"domain_scores_gemma":[0.9990541,0.0003463678,0.0002215183,0.00008494384,0.0001057059,0.0001872672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008518849,0.0001533472,0.3115026,0.0001835026,0.00004809837,0.004044437,0.5936769,0.007151875,0.005134025,0.02840901,0.001147556,0.04846342],"study_design_scores_gemma":[0.000007724775,0.00012399,0.2112588,0.0002353828,0.00002669533,0.0005767889,0.7272598,0.002011085,0.001090924,0.01403928,0.04331763,0.00005191784],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825897,0.0002467877,0.001384799,0.0006002141,0.00002069194,0.00002138869,0.00002103553,0.000009320922,0.01510605],"genre_scores_gemma":[0.9981944,0.0002067249,0.0004911044,0.00007772817,0.000005600801,0.00001362866,0.00001591602,0.0000029476,0.0009918776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03905601,"threshold_uncertainty_score":0.07765734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005958152322188635,"score_gpt":0.2092591670682323,"score_spread":0.2033010147460437,"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."}}