{"id":"W2890627390","doi":"10.4039/tce.2018.41","title":"Bionomics of the pine needle scale (Hemiptera: Diaspididae), an emerging pest in Christmas tree (Pinaceae) plantations in southern Québec, Canada","year":2018,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Diaspididae; Pinaceae; Hemiptera; PEST analysis; Scale insect; Biology; Bionomics; Coccidae; Botany; Forestry; Geography; Homoptera; Pinus <genus>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001125694,0.0001800512,0.0001131144,0.0004034991,0.001219543,0.0005108811,0.0002541969,0.0001540415,0.002421958],"category_scores_gemma":[0.0001819418,0.00007279913,0.00008712632,0.0004243685,0.0003327527,0.0001374374,0.0001089803,0.0001976895,0.0001606861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006803497,"about_ca_system_score_gemma":0.002246622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9501379,"about_ca_topic_score_gemma":0.9917496,"domain_scores_codex":[0.9999136,0.000006790733,0.000002000016,0.00001859186,0.00002492625,0.00003404721],"domain_scores_gemma":[0.9996425,0.00002170314,0.00006418917,0.000007241909,0.0001593472,0.0001050421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230069,0.0001196305,0.9650281,0.00004316711,0.00002233994,0.0002349151,0.001453937,0.0001978591,0.02014093,0.00007659611,0.001019474,0.01153999],"study_design_scores_gemma":[8.829605e-7,0.00002261391,0.9987943,0.000002809684,0.000002091857,0.00002084422,0.0005625297,0.00008508461,0.0001480182,0.000002493831,0.0003569396,0.000001334212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997924,0.000156744,0.0000665721,0.00002547081,0.000001656154,0.00001666669,0.0003936535,0.000003958618,0.001411195],"genre_scores_gemma":[0.9980697,0.00006734265,0.0001317239,0.00002329009,6.078484e-7,0.000005491262,0.0002446772,0.000001087924,0.001456107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04986209,"threshold_uncertainty_score":0.1003114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853558120497511,"score_gpt":0.2459506660525359,"score_spread":0.2174150848475608,"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."}}