{"id":"W2800816811","doi":"10.11646/zootaxa.4415.1.3","title":"Paraindopamphantus bruneiensis gen. nov. et sp. nov., as the first representative of the subfamily Pamphantinae from South East Asia (Hemiptera: Heteroptera: Geocoridae: Pamphantinae: Indopamphantini)","year":2018,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dipterocarpaceae; Biology; Hemiptera; Heteroptera; Subfamily; Key (lock); Genus; Taxonomy (biology); Botany; Tribe; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001069034,0.0005906074,0.0003132316,0.001066621,0.0007855798,0.0004271893,0.0005026471,0.0003951521,0.002591762],"category_scores_gemma":[0.0002038567,0.0001674379,0.0001920811,0.0008284268,0.0003971497,0.0005426001,0.0004628907,0.0007889155,0.001486903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005142733,"about_ca_system_score_gemma":0.0005353811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051648,"about_ca_topic_score_gemma":0.03027357,"domain_scores_codex":[0.9999056,0.000006788393,0.00001086178,0.00003401481,0.00001736805,0.00002531798],"domain_scores_gemma":[0.9998168,0.00002215251,0.00006555657,0.00001789682,0.00004443591,0.00003318952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006841263,0.0002624934,0.2271449,0.001931455,0.00009988373,0.006828071,0.003724297,0.0005530059,0.1697471,0.001593756,0.00709661,0.5803343],"study_design_scores_gemma":[0.00005159315,0.0004985426,0.807492,0.0004305769,0.0001201165,0.01647754,0.002538748,0.0005249458,0.00414416,0.0004769032,0.1671981,0.00004671791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8441398,0.04238851,0.007650475,0.0008676227,0.0013651,0.001024228,0.005894147,0.0005819164,0.09608819],"genre_scores_gemma":[0.949957,0.01024045,0.01887808,0.001020584,0.000224958,0.0002793263,0.007998835,0.00003881564,0.0113621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051648,"threshold_uncertainty_score":0.0209105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379124584631958,"score_gpt":0.2426170768663213,"score_spread":0.2188258310200017,"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."}}