{"id":"W2189376794","doi":"10.1649/0010-065x(2001)055[0356:cttats]2.0.co;2","title":"Change Through Time: a Third Survey of the Scarabaeinae (Coleoptera: Scarabaeidae) at Welder Wildlife Refuge","year":2001,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Scarabaeinae; Scarabaeidae; Wildlife refuge; Wildlife; Geography; Ecology; Fishery; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195509,0.0001629376,0.0001805356,0.001006173,0.0008512005,0.0005178435,0.0002546308,0.0005148908,0.001445095],"category_scores_gemma":[0.0008450868,0.0001686553,0.0002248413,0.0005379134,0.0002873323,0.0003685462,0.0004957488,0.0005585151,0.0002287229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983454,"about_ca_system_score_gemma":0.0006090915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08896899,"about_ca_topic_score_gemma":0.1618695,"domain_scores_codex":[0.999785,0.00003717725,0.00001011391,0.00004500267,0.00004941375,0.00007321226],"domain_scores_gemma":[0.9986772,0.0001093389,0.0004810227,0.00005741798,0.0003248272,0.0003502556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028811,0.0002633795,0.980753,0.00002716008,0.00005305003,0.0005442968,0.003610301,0.00007121464,0.005931439,0.00003973589,0.0005919532,0.007911516],"study_design_scores_gemma":[0.000002497651,0.00007444677,0.9981318,0.000003177363,0.000006363814,0.00006032115,0.0008857423,0.00004880815,0.000201185,0.000003287095,0.0005796269,0.000002813739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994265,0.00003828251,0.00005122819,0.00005769889,0.000003139621,0.000007452694,0.0001927623,0.00000327969,0.0002197506],"genre_scores_gemma":[0.9983222,0.00004823124,0.0001865438,0.00008157078,0.000006222944,0.00002492976,0.0005333676,0.000001525245,0.0007954426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08896899,"threshold_uncertainty_score":0.1769023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238193441147254,"score_gpt":0.25247453181707,"score_spread":0.2300925974055974,"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."}}