{"id":"W4392743836","doi":"10.11646/zootaxa.5424.3.7","title":"A distinctive new species of Protozantaena Perkins, 1997 from lowland Namaqualand, South Africa (Coleoptera, Hydraenidae)","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Circus School","funders":"","keywords":"Cape; Escarpment; Biology; Ecology; Archaeology; Geography; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009001917,0.0001923421,0.0002370647,0.00001530263,0.0001039621,0.0001409309,0.0001802119,0.00009206012,0.00173186],"category_scores_gemma":[0.00004460671,0.0000732921,0.0001637739,0.000292657,0.00006638363,0.000131624,0.00007617682,0.0001318548,0.0001956611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003640744,"about_ca_system_score_gemma":0.0000323844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216615,"about_ca_topic_score_gemma":0.001177861,"domain_scores_codex":[0.9988658,0.00004785936,0.0002542825,0.0003711319,0.000212788,0.0002481074],"domain_scores_gemma":[0.999502,0.0001784598,0.00008549228,0.00007396872,0.00003638092,0.0001236956],"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":[0.000655774,0.0003782606,0.1998215,0.00009340694,0.0001978462,0.00008454016,0.005248193,0.000004777398,0.009358802,0.002231326,0.008674328,0.7732512],"study_design_scores_gemma":[0.0002421031,0.0002810614,0.09473222,0.0001477382,0.00004449587,0.000002135723,0.0006472836,0.0002470749,0.002571054,0.0004789498,0.9003361,0.0002697609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877122,0.0006589805,0.0001318451,0.0003765495,0.0001943047,0.0004815081,0.0009717003,0.00009712801,0.009375808],"genre_scores_gemma":[0.9975281,0.00001095813,0.00008093024,0.00002230129,0.000636893,0.00004753221,0.0003367464,6.970455e-7,0.001335878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8916618,"threshold_uncertainty_score":0.9991807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359773984334518,"score_gpt":0.2085915788101866,"score_spread":0.1849938389668414,"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."}}