{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220991,0.0005949303,0.0003911188,0.001563759,0.001523315,0.001409766,0.001009487,0.0006643068,0.003342218],"category_scores_gemma":[0.0007909909,0.0001866914,0.0001755098,0.001033296,0.001864643,0.002081132,0.00102296,0.001164008,0.0008017665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579764,"about_ca_system_score_gemma":0.001815497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544132,"about_ca_topic_score_gemma":0.02626028,"domain_scores_codex":[0.9996504,0.00005399233,0.00003716941,0.00007401218,0.0001378923,0.00004655922],"domain_scores_gemma":[0.9994714,0.00005220964,0.00009031811,0.00004858702,0.0002776931,0.00005980114],"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":[0.0002067856,0.00006481041,0.01798069,0.0005817443,0.00003045187,0.0009202983,0.005821883,0.0004965716,0.008099961,0.01502904,0.03327404,0.9174937],"study_design_scores_gemma":[0.00001125705,0.0000929368,0.04060607,0.0004453833,0.00004346242,0.001329563,0.001517127,0.0004493687,0.0007587151,0.001858823,0.9528641,0.00002330922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4506657,0.1442617,0.02049178,0.01292615,0.009598987,0.0005600858,0.002274301,0.001923858,0.3572973],"genre_scores_gemma":[0.8949453,0.03415069,0.023864,0.002939139,0.003002051,0.0003095534,0.001888329,0.0002288991,0.03867199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544132,"threshold_uncertainty_score":0.03070289,"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."}}