{"id":"W2208346596","doi":"10.1603/0013-8746(2001)094[0769:pdbcdo]2.0.co;2","title":"Predaceous Diving Beetles (Coleoptera: Dytiscidae) of the Nearctic Region, with emphasis on the fauna of Canada and Alaska.","year":2001,"lang":"en","type":"article","venue":"Annals of the Entomological Society of America","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fauna; Dytiscidae; Nearctic ecozone; Biology; Taxon; Ecology; Habitat; Taxonomy (biology)","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":[0.0001885925,0.0001116242,0.0002315507,0.000002230886,0.000195881,0.000009035778,0.0003945885,0.00006845586,0.00005577149],"category_scores_gemma":[0.0001273306,0.00002907423,0.0002107599,0.0003618741,0.0007092954,0.00003131221,0.0001626652,0.0001308466,9.599732e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001344744,"about_ca_system_score_gemma":0.00003066283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06135014,"about_ca_topic_score_gemma":0.01224015,"domain_scores_codex":[0.9989394,0.0001489494,0.0002426707,0.000159276,0.0003161922,0.0001935395],"domain_scores_gemma":[0.9987938,0.0005060946,0.0003995441,0.0001298367,0.0001288182,0.00004185524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004082405,0.000657667,0.8055649,0.00006095492,0.0002693032,0.000002383742,0.0007244783,0.000317815,0.004019937,0.0003248295,0.009996645,0.1776529],"study_design_scores_gemma":[0.00009285056,0.0005601369,0.9855019,0.00009981689,0.00002198436,0.000008163062,0.000996338,0.00005734655,0.007211622,0.0004469866,0.004918528,0.00008426466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801483,0.0001850507,0.000009736185,0.01894018,0.00002245344,0.0002115942,0.00003263638,0.000004460724,0.0004455665],"genre_scores_gemma":[0.998526,0.0002595571,0.00002556347,0.001107587,0.00001926783,0.000007789879,0.000001658603,3.794884e-7,0.00005223945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799371,"threshold_uncertainty_score":0.9449004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172041580278198,"score_gpt":0.2171599025083793,"score_spread":0.1854394867055973,"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."}}