{"id":"W2039091297","doi":"10.1649/0010-065x-68.2.187","title":"Review of the Giant Water Scavenger Beetle Genus Hydrophilus Geoffroy (Coleoptera: Hydrophilidae) of the United States and Canada","year":2014,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Hydrophilidae; Scavenger; Taxon; Ecology; Genus; Biology; Ground beetle; Taxonomy (biology); Zoology; Habitat","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":[0.0005190353,0.0001856946,0.0002798564,0.000006410738,0.0003253747,0.00002513446,0.0005864021,0.00005586295,0.0003696749],"category_scores_gemma":[0.00008271926,0.00004803375,0.0001236771,0.0001922187,0.00028569,0.00001654379,0.0003411656,0.0001520381,0.000006905581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000039864,"about_ca_system_score_gemma":0.0000242926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2254478,"about_ca_topic_score_gemma":0.1292093,"domain_scores_codex":[0.998435,0.0003783188,0.0004107487,0.0002201187,0.0002771617,0.0002786792],"domain_scores_gemma":[0.999126,0.0001787572,0.0002412392,0.0002674318,0.0001253276,0.00006124214],"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":[0.001458773,0.001589685,0.1810834,0.01057378,0.0007950538,0.00002931633,0.002338266,0.0011443,0.08417807,0.001654789,0.1609269,0.5542277],"study_design_scores_gemma":[0.0002190859,0.0001226409,0.2124733,0.001145564,0.0000741511,0.0000169568,0.00007986403,0.0001938686,0.01017245,0.0001226127,0.7751585,0.0002209494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975904,0.00106622,0.000001742367,0.02162832,0.0001694317,0.0005191127,0.000115142,0.00000972719,0.0005863329],"genre_scores_gemma":[0.9957811,0.0008106199,0.000004058042,0.003156683,0.00008104619,0.0000284009,0.00004762052,9.403924e-7,0.00008958842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6142316,"threshold_uncertainty_score":0.8866804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006914043927519918,"score_gpt":0.1729020877002505,"score_spread":0.1659880437727306,"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."}}