{"id":"W2969915637","doi":"","title":"The Corixidae (Hemiptera-Heteroptera) of British Columbia","year":2019,"lang":"en","type":"article","venue":"Journal of the Entomological Society of British Columbia","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Heteroptera; Hemiptera; Biology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599702,0.000238119,0.0002038845,0.002113535,0.002029234,0.0008976138,0.0003935585,0.0002397225,0.007083753],"category_scores_gemma":[0.0009162351,0.000177316,0.0001032392,0.003379181,0.0005230887,0.0003253508,0.0004008611,0.000387661,0.000468241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009634926,"about_ca_system_score_gemma":0.01106268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866794,"about_ca_topic_score_gemma":0.9966455,"domain_scores_codex":[0.9997018,0.00002609266,0.00001799875,0.00005225152,0.0001001461,0.0001017386],"domain_scores_gemma":[0.9991639,0.00006527284,0.00008713447,0.00001962326,0.0004708981,0.0001932481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658619,0.00008934414,0.6795345,0.0007346075,0.0001116719,0.001110366,0.005872734,0.0004263855,0.006597681,0.002465906,0.02983375,0.2728572],"study_design_scores_gemma":[0.000005508904,0.000007797919,0.9769127,0.0001037266,0.00001368371,0.0001606896,0.001550423,0.0001130126,0.0001305174,0.00007118315,0.02092269,0.000007982529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929073,0.0123071,0.0002560728,0.00116737,0.0001032188,0.00007190699,0.005553934,0.00006180501,0.05140553],"genre_scores_gemma":[0.9746606,0.006013385,0.0004793932,0.0002516739,0.00001309104,0.00002461358,0.001491345,0.00001918865,0.01704675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332062,"threshold_uncertainty_score":0.06990659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001734969233603,"score_gpt":0.1957911696600405,"score_spread":0.1857738199677045,"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."}}