{"id":"W2970139766","doi":"","title":"Bark beetles, Pseudohylesinus spp. (Coleoptera: Scolytidae), associated with amabilis fir defoliated by Neodiprion sp. (Hymenoptera: Diprionidae).","year":2019,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Sawfly; Tsuga; Biology; Bark (sound); Overwintering; Botany; Hymenoptera; Ecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001818537,0.0004988963,0.0004354645,0.0001274919,0.0008326989,0.0002268714,0.0007629755,0.0003467351,0.01198666],"category_scores_gemma":[0.00002725204,0.0004816801,0.0001455828,0.0008197624,0.0007530588,0.003015569,0.0007239722,0.0003971171,0.009226965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005760294,"about_ca_system_score_gemma":0.0001005135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008509852,"about_ca_topic_score_gemma":0.0007916197,"domain_scores_codex":[0.9972136,0.0001662282,0.0003768591,0.0009549581,0.0005174204,0.0007709399],"domain_scores_gemma":[0.9987344,0.00005753984,0.0002530873,0.0006119374,0.00001820687,0.0003247844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002483391,0.0004854976,0.9504306,0.00003197746,0.0001304955,0.0001751468,0.0002025972,0.0004624428,0.0002236935,0.0003089823,0.04690453,0.0003957013],"study_design_scores_gemma":[0.002060803,0.0005154465,0.9623393,0.00008087951,0.00007866262,0.00001325221,0.0001280515,0.0001556345,0.0003756155,0.00007049523,0.03351404,0.0006678415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705281,0.00009545247,0.00008119536,0.0005236162,0.0004766035,0.001181536,0.0002955374,0.0004890689,0.02632891],"genre_scores_gemma":[0.992274,0.00007131744,0.001036431,0.00230096,0.00003072248,0.00002665078,0.0001315273,0.00002429283,0.004104139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02222477,"threshold_uncertainty_score":0.9997635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00419460074009908,"score_gpt":0.1565986269839435,"score_spread":0.1524040262438444,"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."}}