{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000750058,0.0002145587,0.001018307,0.000005752064,0.00005053854,0.000009262797,0.0003167277,0.0001170273,0.001047016],"category_scores_gemma":[0.0000383887,0.00006263112,0.0002257564,0.000163054,0.00002280581,0.0000192234,0.0001239569,0.00013653,0.0001062406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007644665,"about_ca_system_score_gemma":0.0001280092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1874069,"about_ca_topic_score_gemma":0.3286304,"domain_scores_codex":[0.9989641,0.00004330023,0.0003370628,0.0002274774,0.0001990971,0.0002289843],"domain_scores_gemma":[0.9993562,0.0002786841,0.0002014384,0.00007587214,0.00003860554,0.00004917847],"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":[3.942216e-7,0.000008328976,0.00006644195,0.002410485,0.00004357897,0.000003927001,0.000005882483,2.107013e-8,0.000004134465,0.00002545625,0.007755907,0.9896755],"study_design_scores_gemma":[0.00001146927,0.00002598004,0.000114808,0.001660975,0.00006234253,0.00000194311,0.000006474547,1.057427e-7,0.000008729755,0.00000512663,0.9979418,0.0001602622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002484505,0.9749272,2.505842e-8,0.00004057714,0.000285934,0.0002398891,0.00007500908,0.00001374015,0.02416911],"genre_scores_gemma":[0.0002491452,0.9957165,0.000006825593,0.00006380099,0.0001817233,0.00001772831,0.00005708727,0.000001035354,0.003706138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901859,"threshold_uncertainty_score":0.9998662,"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."}}