{"id":"W2131795115","doi":"10.3390/f6103483","title":"Impact of a Mountain Pine Beetle Outbreak on Young Lodgepole Pine Stands in Central British Columbia","year":2015,"lang":"en","type":"article","venue":"Forests","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University; University of Northern British Columbia; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Forest Service","keywords":"Mountain pine beetle; Outbreak; Pinus contorta; Forestry; Geography; Woody plant; Silviculture; Agroforestry; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002258819,0.0000936594,0.000176088,0.00003260915,0.00004167439,0.00003698118,0.0001861389,0.00007186855,0.001715446],"category_scores_gemma":[0.00005785691,0.0001195245,0.00006062341,0.0001896557,0.0001465799,0.0001355555,0.0001487765,0.000103499,0.0001251821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005950579,"about_ca_system_score_gemma":0.00003118825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1167785,"about_ca_topic_score_gemma":0.7909176,"domain_scores_codex":[0.9988848,0.00003843848,0.0002157874,0.000226017,0.0002329854,0.000401983],"domain_scores_gemma":[0.9995621,0.00001295841,0.00007107812,0.0002030029,0.000008015967,0.0001428185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006627799,0.0002601589,0.9515214,0.000006191685,0.0000138443,0.00007354935,0.0002513104,0.005211174,0.00005238451,0.00004286419,0.04149145,0.001009416],"study_design_scores_gemma":[0.001155669,0.0008279241,0.9948725,0.00002323991,0.000006132704,0.00001747742,0.00003160045,0.0007413965,0.00001753372,0.001549507,0.0006356697,0.000121362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902251,0.0000196049,0.00004580274,0.00002765558,0.0001502645,0.0002771362,0.00003696585,0.00002222574,0.009195192],"genre_scores_gemma":[0.997016,0.000007204677,0.00008868145,0.00005682928,0.00002549718,0.00002037167,0.00002831514,0.00001286519,0.002744241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.674139,"threshold_uncertainty_score":0.9991971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00929851223507908,"score_gpt":0.2394957862664991,"score_spread":0.2301972740314201,"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."}}