{"id":"W2913370608","doi":"10.3897/zookeys.819.26574","title":"Hemiptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Hemiptera; Sternorrhyncha; Auchenorrhyncha; DNA barcoding; Heteroptera; Fauna; Biology; Psylloidea; Diaspididae; Zoology; Ecology; Botany; PEST analysis; Homoptera","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002484437,0.001204423,0.0008423389,0.003802367,0.0009662271,0.001080143,0.000778931,0.0005128777,0.01193154],"category_scores_gemma":[0.0005775215,0.0001997013,0.0002455515,0.004164438,0.0005174695,0.0006917449,0.0004314957,0.000744794,0.002540306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332266,"about_ca_system_score_gemma":0.01068465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5551572,"about_ca_topic_score_gemma":0.7137041,"domain_scores_codex":[0.9996834,0.00001759137,0.00002677566,0.0000485074,0.0001711288,0.0000525913],"domain_scores_gemma":[0.9995437,0.0000543879,0.00005121221,0.00001021153,0.0002805926,0.00005979862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005792928,0.00003254383,0.0008854315,0.01848281,0.00004926838,0.0001565456,0.0001869019,0.0001280186,0.001284302,0.001699266,0.09095743,0.8860795],"study_design_scores_gemma":[0.000007978162,0.0000362307,0.008061836,0.005925806,0.00007848253,0.0004911436,0.0001602785,0.00002422,0.0002135948,0.0003662654,0.984619,0.00001513552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003808309,0.9914745,0.00006047066,0.0001783709,0.0001928791,0.00001886847,0.0003537374,0.00002165603,0.007318737],"genre_scores_gemma":[0.005320215,0.9890708,0.0002316192,0.0002728657,0.00007773958,0.0000133839,0.0004351952,0.00000418326,0.004573924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4448428,"threshold_uncertainty_score":0.8949251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837555865260135,"score_gpt":0.2594707892722354,"score_spread":0.2010952306196341,"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."}}