{"id":"W3004004952","doi":"10.11646/zootaxa.4729.1.5","title":"Revision of the American genus Steinovelia Polhemus & Polhemus, 1993 (Heteroptera: Gerromorpha: Veliidae)","year":2020,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Heteroptera; Genus; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255875,0.0002461245,0.0004304855,0.000009190825,0.0002550845,0.00004152856,0.0005674205,0.00005509923,0.0004168501],"category_scores_gemma":[0.000227998,0.00008585472,0.0002346284,0.000626101,0.0002652305,0.00007612593,0.0004099256,0.0002076758,0.0003003575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003299137,"about_ca_system_score_gemma":0.00001060818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304782,"about_ca_topic_score_gemma":0.0005120717,"domain_scores_codex":[0.9982958,0.0001127371,0.0003967609,0.0004094249,0.0004073381,0.0003779341],"domain_scores_gemma":[0.9990646,0.0001380969,0.0003716963,0.0001784451,0.00009574364,0.0001514284],"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":[0.0001301155,0.0001662307,0.07648839,0.00005844441,0.00009805878,0.000009030201,0.001443305,0.000005415305,0.3597239,0.0000892465,0.02409325,0.5376946],"study_design_scores_gemma":[0.0001558992,0.0002099478,0.09340847,0.00005468059,0.00002731883,0.000009005511,0.000127024,0.000007782756,0.005577042,0.000009719775,0.9001398,0.0002733224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894347,0.0004758873,0.00001158895,0.008494316,0.0001733409,0.0002518684,0.0001042058,0.00007440948,0.0009797337],"genre_scores_gemma":[0.9959013,0.0001200774,0.0003118578,0.002977866,0.0004358469,0.000006119125,0.00002054987,0.000003012388,0.0002233433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8760465,"threshold_uncertainty_score":0.4564216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110011896530456,"score_gpt":0.2482704109691488,"score_spread":0.2071702920038443,"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."}}