{"id":"W2771070223","doi":"","title":"Western balsam bark beetle, Dryocoetes confusus Swaine (Coleoptera: Curculionidae: Scolytinae), in situ development and seasonal flight periodicity in southern British Columbia","year":2018,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abies lasiocarpa; Balsam; Bark beetle; Curculionidae; Phloem; Biology; Bark (sound); Picea engelmannii; Botany; Montane ecology; Horticulture; Ecology","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":[0.0002327492,0.0002291253,0.0002904086,0.00009228291,0.0007495038,0.0003492974,0.00036342,0.0001958138,0.003973174],"category_scores_gemma":[0.00001924995,0.0003336675,0.00004974756,0.0004922001,0.001254711,0.001545449,0.0008099448,0.0002397253,0.001268529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596635,"about_ca_system_score_gemma":0.00009083338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008230116,"about_ca_topic_score_gemma":0.2462451,"domain_scores_codex":[0.9980984,0.0001126229,0.0003343806,0.0006044471,0.0002673289,0.0005828296],"domain_scores_gemma":[0.9994298,0.00002406903,0.00009889434,0.0002005363,0.000009449036,0.0002372873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006060445,0.000278106,0.992414,0.00003604165,0.0000192571,0.0003194884,0.00202667,0.000008184511,0.0000262472,0.00004423327,0.00237468,0.002392505],"study_design_scores_gemma":[0.001271299,0.0001000073,0.9737746,0.00008525233,0.00001245259,0.00002771204,0.0006738813,0.00003240178,0.00007116651,0.00003191889,0.02353077,0.0003885724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903167,0.0001291113,0.00002159197,0.0002615971,0.0002504358,0.0006226357,0.00008281768,0.000109064,0.008206007],"genre_scores_gemma":[0.9953627,0.00003684936,0.001651287,0.001171733,0.00005874192,0.00003111933,0.00001646086,0.000009590986,0.0016615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238015,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006426984683114151,"score_gpt":0.1729142360200374,"score_spread":0.1664872513369233,"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."}}