{"id":"W2114396685","doi":"10.1603/0046-225x-33.4.1070","title":"Attack and Reproductive Success of Mountain Pine Beetles (Coleoptera: Scolytidae) in Fire-Damaged Lodgepole Pines","year":2004,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biology; Mountain pine beetle; Dendroctonus; Bark beetle; Bark (sound); Pinus contorta; Reproductive success; Ecology; Population; Population density","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002789929,0.0002039079,0.0002773671,0.00007924344,0.00008315268,0.000006984306,0.0002186473,0.0001560232,0.001284931],"category_scores_gemma":[0.00002620292,0.0002076282,0.00004038679,0.0001642077,0.001031499,0.0002236936,0.0004964262,0.0002159295,0.0001779297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071648,"about_ca_system_score_gemma":0.000006456256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659818,"about_ca_topic_score_gemma":0.001513942,"domain_scores_codex":[0.998468,0.0000960071,0.00033844,0.0005779024,0.0001656866,0.0003539156],"domain_scores_gemma":[0.9994367,0.0000339252,0.0001331893,0.0003244339,0.000001190813,0.00007059518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678673,0.001004663,0.9462127,0.00002967408,0.00004412301,0.0001576531,0.001410041,0.01222086,0.03541529,0.0005638687,0.0001523676,0.00262086],"study_design_scores_gemma":[0.001397581,0.0003712441,0.9890863,0.00001348539,0.00001595608,0.00006192919,0.0002234973,0.00006130089,0.006224745,0.001887713,0.0004515336,0.0002047099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969361,0.0002180568,0.00006289154,0.0003157537,0.0001199059,0.0004425252,0.00000933168,0.00001847987,0.001876897],"genre_scores_gemma":[0.9981168,0.0001928071,0.000680542,0.0002727974,0.00002456599,0.00005752184,0.00001800176,0.00001542433,0.000621537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04287357,"threshold_uncertainty_score":0.999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007491995098413673,"score_gpt":0.2268955161681483,"score_spread":0.2194035210697346,"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."}}