{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008462031,0.0002324746,0.00009634686,0.0007206681,0.0003714768,0.0002316029,0.00008653719,0.0001327827,0.005168113],"category_scores_gemma":[0.0002457673,0.00008448034,0.00006542276,0.0004032849,0.0001767642,0.0001679952,0.000187102,0.0001352506,0.0007539073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686986,"about_ca_system_score_gemma":0.0001755895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009410424,"about_ca_topic_score_gemma":0.05050812,"domain_scores_codex":[0.9999233,0.00001354039,0.000004963335,0.00001652154,0.00002590487,0.00001571973],"domain_scores_gemma":[0.9997455,0.0000266736,0.0001078758,0.00001418379,0.00005335566,0.00005232477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001759338,0.00005567246,0.9617854,0.00008701336,0.00003753661,0.0005730898,0.0003164397,0.00002748136,0.007845575,0.0000398296,0.004110569,0.02494542],"study_design_scores_gemma":[0.000001207739,0.0000171017,0.9976434,0.000009948068,0.000008729472,0.0007124108,0.0002062563,0.00002633683,0.0002266166,0.0000127894,0.001134186,0.000001040918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913253,0.001376376,0.00011923,0.00008845849,0.00002913479,0.00001965788,0.00182381,0.00001708427,0.005200985],"genre_scores_gemma":[0.9931843,0.0007249847,0.0002881626,0.00005501878,0.00002983991,0.00000803426,0.001690464,0.000003778784,0.004015392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009410424,"threshold_uncertainty_score":0.01871127,"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."}}