{"id":"W4381997552","doi":"10.3390/f14050989","title":"Suitability of a Historical, Novel, and Occasional Host for Mountain Pine Beetle (Coleoptera: Curculionidae)","year":2023,"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":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Ministry of Environment; Ministry of Environment - Saskatchewan; Ministry of Natural Resources","keywords":"Mountain pine beetle; Pinus contorta; Dendroctonus; Curculionidae; Bark beetle; Biology; Host (biology); Ecology; Picea engelmannii; Range (aeronautics); Woody plant; Population; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0002866055,0.00008546313,0.000127555,0.00004324332,0.0001113939,0.000005593972,0.0001156458,0.00005553202,0.0003340171],"category_scores_gemma":[0.00009583041,0.0000776271,0.00004313101,0.0002230515,0.0001344272,0.00006407921,0.0002109546,0.00004607451,0.00009600932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032174,"about_ca_system_score_gemma":0.000008453232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004219366,"about_ca_topic_score_gemma":0.003976777,"domain_scores_codex":[0.9992425,0.00001177992,0.0001673028,0.0002335734,0.0001315382,0.0002133308],"domain_scores_gemma":[0.9996206,0.0001025001,0.00005479379,0.0001545955,0.00000859947,0.00005887414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210558,0.0003287905,0.9484994,0.00009131627,0.00002141952,0.000005644612,0.0002641469,0.001226409,0.003428033,0.00391381,0.04105894,0.001041043],"study_design_scores_gemma":[0.0004494687,0.000219635,0.9690893,0.000005201168,0.000009440136,0.000002184981,0.00001361829,0.002252826,0.00010143,0.002142526,0.02562984,0.00008449321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997896,0.00002194104,0.0004267482,0.0003702588,0.0001713421,0.0003920374,0.00002283196,0.00003798776,0.0006608494],"genre_scores_gemma":[0.9977588,0.00000669118,0.0006511916,0.00008500415,0.0000233024,0.00009548834,0.00001288971,0.000007055704,0.001359595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02058994,"threshold_uncertainty_score":0.3657253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169836188780684,"score_gpt":0.2451432532275044,"score_spread":0.228159634349436,"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."}}