{"id":"W1981454698","doi":"10.1139/x10-055","title":"Investigating the influence of climate, site, location, and treatment factors on damage to young lodgepole pine in southern British Columbia","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Forests, Lands and Natural Resource Operations","keywords":"Pinus contorta; Mountain pine beetle; Climate change; Ecosystem; Environmental science; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0005019134,0.000318045,0.000276385,0.0006391783,0.0009159846,0.0009377974,0.0004329145,0.0002277788,0.0009028299],"category_scores_gemma":[0.001515235,0.0001966825,0.0002442475,0.0009840713,0.0004844901,0.0001644506,0.0003881908,0.0003590326,0.0001081454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006240679,"about_ca_system_score_gemma":0.004342093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9257796,"about_ca_topic_score_gemma":0.9853898,"domain_scores_codex":[0.9995412,0.0001025998,0.00002199888,0.00008109318,0.0001084069,0.0001446826],"domain_scores_gemma":[0.998042,0.0004643094,0.0003880013,0.00006287239,0.0004350973,0.0006076789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006898164,0.00002530865,0.9957516,0.00001370253,0.00004947487,0.0001069835,0.0002310019,0.0002570119,0.0007970133,0.00001123375,0.0001186518,0.002568961],"study_design_scores_gemma":[0.000001086049,0.00001339903,0.9994159,0.000003937126,0.00001167996,0.00001329381,0.0002520001,0.0001225501,0.00003431726,0.000003540908,0.0001265607,0.000001843361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999134,0.0002287001,0.00003943626,0.00002512981,0.000001756673,0.000006781906,0.0001854445,0.000003077742,0.000375715],"genre_scores_gemma":[0.9990327,0.0001553749,0.000066634,0.00001787218,0.000001161716,0.000004841519,0.0002675052,0.000001543987,0.0004523495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07422042,"threshold_uncertainty_score":0.149315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629630749126672,"score_gpt":0.2578836753913477,"score_spread":0.241587367900081,"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."}}