{"id":"W3189965527","doi":"10.1002/eap.2433","title":"Adapting western North American forests to climate change and wildfires: 10 common questions","year":2021,"lang":"en","type":"review","venue":"Ecological Applications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"Native Mental Health Association of Canada","funders":"U.S. Fish and Wildlife Service","keywords":"Climate change; Ecology; Geography; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002702901,0.0003887996,0.001183949,0.00006191036,0.0003764369,0.00009021541,0.0004718611,0.0001533547,0.0002634694],"category_scores_gemma":[0.00007796004,0.0003189636,0.0001616399,0.0009738127,0.0002176771,0.00009241383,0.0008699235,0.000320582,0.002797283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308723,"about_ca_system_score_gemma":0.00001546147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005418904,"about_ca_topic_score_gemma":0.02837818,"domain_scores_codex":[0.9976045,0.0002754997,0.0005454628,0.0008522429,0.0002090854,0.0005131645],"domain_scores_gemma":[0.9980597,0.0006108925,0.0003590471,0.0006152371,0.00001102204,0.0003441311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.632401e-7,0.0001407617,0.03065011,0.0004267249,0.0000149024,0.000007915126,0.00002786165,0.000003886785,1.086768e-7,0.00007691096,0.0003726358,0.9682775],"study_design_scores_gemma":[0.00003196084,0.0001172015,0.1543834,0.000488576,0.000110981,0.00002743106,0.000006095656,0.00004744679,2.717914e-8,0.000007322651,0.8444619,0.0003177539],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01903582,0.9643165,0.0003864205,0.000794653,0.0001404153,0.01184278,0.0006086938,0.0005627105,0.002312019],"genre_scores_gemma":[0.009533258,0.9704243,0.001400077,0.0003744152,0.0002396164,0.01751458,0.0003081039,0.00006457262,0.0001410798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9679598,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458411115021238,"score_gpt":0.3176753313528373,"score_spread":0.2718342198507134,"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."}}