{"id":"W2080486392","doi":"10.1002/ece3.988","title":"Insect‐induced tree mortality of boreal forests in eastern Canada under a changing climate","year":2014,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Spruce budworm; Choristoneura fumiferana; Taiga; Climate change; Ecology; Outbreak; Biology; Geography; Forestry; Lepidoptera genitalia; Tortricidae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004703615,0.00006437219,0.0001245786,0.00003782119,0.00005735574,0.000002165924,0.00005280975,0.00006921558,0.00002650158],"category_scores_gemma":[0.00003273293,0.00006301365,0.00001098336,0.0001062039,0.00004322037,0.00007430479,0.00007124087,0.00006071748,0.00000957785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791824,"about_ca_system_score_gemma":0.00002019571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4937285,"about_ca_topic_score_gemma":0.9905021,"domain_scores_codex":[0.9992429,0.0001145022,0.0001410931,0.0001522674,0.00007997715,0.0002692742],"domain_scores_gemma":[0.9997404,0.00005523099,0.00006767531,0.00009619405,0.00000273056,0.00003772222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009791554,0.00001629428,0.9983402,0.00001603716,0.000003223641,0.000001617967,0.00007708768,0.0002003986,0.0006133316,0.000197607,0.00003448944,0.0004899186],"study_design_scores_gemma":[0.0002666857,0.00007273738,0.9522132,0.000008913711,0.000004359646,0.000003787656,0.0000352867,0.04700558,0.00007586494,0.0002466259,0.000009309717,0.00005761111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978909,0.000006686508,0.00008776081,0.00006787048,0.000196233,0.0001256997,0.000002699406,0.000007606177,0.001614523],"genre_scores_gemma":[0.9998888,9.681622e-7,0.00001255336,0.00004682333,0.00001534944,0.00001231638,0.000004156816,0.00000401346,0.00001506417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4967736,"threshold_uncertainty_score":0.5096428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008615007690735,"score_gpt":0.2120745846028052,"score_spread":0.2019884345258978,"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."}}