{"id":"W2521529852","doi":"10.1093/ee/nvw121","title":"Flight Period of Mountain Pine Beetle (Coleoptera: Curculionidae) in its Recently Expanded Range","year":2016,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Ministry of Forests, Lands and Natural Resource Operations","keywords":"Curculionidae; Mountain pine beetle; Range (aeronautics); Dendroctonus; Biological dispersal; Biology; Phenology; Latitude; Bark beetle; Ecology; Period (music); Pheromone trap; Geography; Pheromone; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002637109,0.0002104053,0.0002779784,0.0001037956,0.00006340126,0.000004170851,0.0003105922,0.0001549514,0.02012808],"category_scores_gemma":[0.00002163122,0.0001658947,0.0000729016,0.0001475988,0.0004612584,0.0002096814,0.0004066259,0.0001071753,0.002224473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641522,"about_ca_system_score_gemma":0.000005485786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283797,"about_ca_topic_score_gemma":0.0004309436,"domain_scores_codex":[0.99832,0.0001458286,0.0003861815,0.0004621882,0.0002256581,0.0004600917],"domain_scores_gemma":[0.9994226,0.00004750575,0.0001319758,0.0003044751,0.000001216967,0.00009230373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002767101,0.001032847,0.8128888,0.00001614749,0.00004356599,0.00018917,0.0008840043,0.0001653755,0.1730278,0.0009768113,0.0009737926,0.009524996],"study_design_scores_gemma":[0.002768371,0.0004302885,0.9693197,0.00002054059,0.00001790331,0.00006062497,0.0001201622,0.0000528717,0.01589011,0.000730265,0.01029208,0.000297076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910808,0.0001351613,0.0001119623,0.0006000046,0.0002267611,0.0004216655,0.00001691616,0.00002286063,0.007383902],"genre_scores_gemma":[0.9951635,0.0002676603,0.0001558174,0.000274789,0.00002234929,0.00009488019,0.00001199239,0.00001755193,0.003991441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571377,"threshold_uncertainty_score":0.9985524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006978878268559338,"score_gpt":0.2104638092160348,"score_spread":0.2034849309474755,"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."}}