{"id":"W4402054417","doi":"10.1079/9781800623279.0022","title":"<i>Dendroctonus ponderosae</i>(Hopkins), Mountain Pine Beetle / Dendroctone du pin ponderosa (Coleoptera: Curculionidae)","year":2024,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dendroctonus; Curculionidae; Mountain pine beetle; Bark beetle; Forestry; Geography; Biology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003495731,0.0009737853,0.0007539371,0.0003060641,0.0004059568,0.000168591,0.0008407395,0.0007898001,0.01113964],"category_scores_gemma":[0.00001724968,0.000982893,0.0004335743,0.00008951301,0.0007856681,0.0001545331,0.001345522,0.001055693,0.01681222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009450798,"about_ca_system_score_gemma":0.00007142453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818639,"about_ca_topic_score_gemma":0.002586674,"domain_scores_codex":[0.9962085,0.00003845855,0.0007569849,0.001422139,0.000701724,0.0008721459],"domain_scores_gemma":[0.9982988,0.00007325842,0.0002841751,0.0009885904,0.00002525887,0.0003299238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003463364,0.0003732913,0.000862925,0.0009803197,0.001430186,0.007917366,0.002108564,0.0007891251,0.003964002,0.7863796,0.1255298,0.0693185],"study_design_scores_gemma":[0.000709288,0.0003010959,0.0009309905,0.0001913051,0.0003251458,0.000324711,0.00003732803,0.0001372607,0.0003314602,0.0316046,0.9638973,0.001209457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005455389,0.000479836,0.0001642835,0.0002823475,0.001602862,0.001107557,0.00009285085,0.0004251332,0.9903898],"genre_scores_gemma":[0.1525933,0.0002344605,0.0001412637,0.001642545,0.0003943753,0.000145488,0.0001207214,0.0001817241,0.8445461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8383676,"threshold_uncertainty_score":0.9992622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751849234666216,"score_gpt":0.2037093777520404,"score_spread":0.1949575285173742,"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."}}