{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007898004,0.0007599282,0.000871277,0.00004746035,0.001428969,0.0002577998,0.001741096,0.0002621354,0.0007207822],"category_scores_gemma":[0.0007608525,0.0002743309,0.0005760055,0.00128516,0.001389761,0.0003329333,0.001353106,0.0004835706,0.000447201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005635529,"about_ca_system_score_gemma":0.00006153262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005076514,"about_ca_topic_score_gemma":0.003832481,"domain_scores_codex":[0.9950655,0.0004801469,0.001051905,0.001239527,0.001047273,0.001115723],"domain_scores_gemma":[0.9964513,0.001030906,0.001029803,0.0007347355,0.0005631737,0.0001901299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008180603,0.0008833045,0.8539323,0.00006388709,0.0007701449,0.0001144834,0.02664314,0.00000527802,0.06390072,0.0005338709,0.007652042,0.04468273],"study_design_scores_gemma":[0.001443821,0.0005581783,0.7981647,0.000317929,0.000155952,0.00007756981,0.004766018,0.00005685053,0.08271857,0.0001677105,0.1106606,0.0009121093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846385,0.0004832721,0.00001223154,0.005991145,0.00112833,0.001080093,0.0004368499,0.0001489541,0.006080666],"genre_scores_gemma":[0.9954395,0.0001173912,0.0001057792,0.002606981,0.001147265,0.0001174345,0.00005866011,0.0000154795,0.0003914963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030085,"threshold_uncertainty_score":0.9999709,"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."}}