{"id":"W2216248652","doi":"10.1649/1124.1","title":"North American Stygobiontic Diving Beetles (Coleoptera: Dytiscidae: Hydroporinae) with Description of Ereboporus naturaconservatus Miller, Gibson and Alarie, New Genus and Species, from Texas, U.S.A","year":2009,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Dytiscidae; Biology; Genus; Aedeagus; Anatomy; Seta; Scutellum; Zoology; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0001476106,0.0002832893,0.0003737311,0.00001956388,0.0002646009,0.00018049,0.0002324746,0.00009055448,0.0001425188],"category_scores_gemma":[0.00003986594,0.0001224618,0.00005821186,0.0002903727,0.000344581,0.00009809804,0.0001029658,0.0002498206,0.00001021183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004171613,"about_ca_system_score_gemma":0.00002022976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009733732,"about_ca_topic_score_gemma":0.02286105,"domain_scores_codex":[0.9985326,0.0001092986,0.0003389709,0.0004446118,0.0002384745,0.0003360378],"domain_scores_gemma":[0.9991205,0.0001677048,0.0003155174,0.0001470829,0.00007498332,0.0001742545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005516442,0.000113737,0.68692,0.00001229778,0.00004108036,0.00001985784,0.0001711503,0.000003182064,0.00198522,0.00006694668,0.001167068,0.3089478],"study_design_scores_gemma":[0.0003595431,0.0007023747,0.9416901,0.00006624113,0.00005129578,0.0000205258,0.0002081816,0.00002708897,0.0003660557,0.00006243819,0.05618591,0.0002602803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936156,0.001424046,0.00004690976,0.00370137,0.00006787862,0.0004140108,0.0001207662,0.00004952616,0.0005598915],"genre_scores_gemma":[0.9982089,0.0004216537,0.0004097772,0.0004370926,0.0001830194,0.000005687187,0.0001218248,0.000001234161,0.0002108416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3086875,"threshold_uncertainty_score":0.9968606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142100448220643,"score_gpt":0.1774673382226775,"score_spread":0.1660463337404711,"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."}}