{"id":"W1985007599","doi":"10.1038/nature06777","title":"Mountain pine beetle and forest carbon feedback to climate change","year":2008,"lang":"en","type":"article","venue":"Nature","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1958,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of British Columbia; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Mountain pine beetle; Climate change; Environmental science; Carbon fibers; Ecology; Agroforestry; Forestry; Geography; Biology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046086,0.0002652212,0.0002857769,0.000368871,0.0003635606,0.0007756659,0.0002107839,0.0006011758,0.004069229],"category_scores_gemma":[0.0007592761,0.0002004782,0.0002509924,0.0002419079,0.0003938651,0.0006405602,0.000345048,0.0003655841,0.0001494322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404913,"about_ca_system_score_gemma":0.0003138171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715328,"about_ca_topic_score_gemma":0.03337332,"domain_scores_codex":[0.9999405,0.00001823223,0.000001987246,0.000009491323,0.000008034443,0.0000218007],"domain_scores_gemma":[0.9995927,0.0001604157,0.00006480882,0.00001986529,0.00005017722,0.0001120448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00492176,0.0007579885,0.5373179,0.0007858888,0.001781235,0.002455215,0.001130021,0.1005861,0.2271802,0.01697001,0.01008385,0.09602982],"study_design_scores_gemma":[0.0001105117,0.0001369991,0.9561964,0.00002320899,0.0002085092,0.0002345264,0.0006865674,0.02657045,0.003451769,0.00849878,0.003844524,0.00003763284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949002,0.001048878,0.0005246961,0.0006665364,0.00003948839,0.00000404882,0.0001158334,0.00003450311,0.002665745],"genre_scores_gemma":[0.9982653,0.000425186,0.0001284926,0.0001108411,0.00003702119,0.000002110564,0.00005113696,0.000007878884,0.0009721348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715328,"threshold_uncertainty_score":0.03410691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007244931275976057,"score_gpt":0.2159307023630859,"score_spread":0.2086857710871098,"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."}}