{"id":"W2953538820","doi":"10.1649/0010-065x-73.2.300","title":"On the Identity of Canthon Imitator Floridanus Brown, 1946 (Coleoptera: Scarabaeidae: Scarabaeinae)","year":2019,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Scarabaeidae; Scarabaeinae; Identity (music); Geography; Ecology; Biology; Zoology; Philosophy; Aesthetics","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":["insufficient_payload"],"category_scores_codex":[0.001188766,0.0003692317,0.0004275737,0.0001337688,0.0003772954,0.0001760068,0.001267979,0.0001315283,0.01009013],"category_scores_gemma":[0.00009596705,0.0002078458,0.000348381,0.0005740673,0.0004427035,0.0001403128,0.00007830913,0.0003907245,0.003500945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127864,"about_ca_system_score_gemma":0.0000653815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006073025,"about_ca_topic_score_gemma":0.002433641,"domain_scores_codex":[0.9972935,0.0003923806,0.0005205908,0.0005110144,0.0007102711,0.0005722056],"domain_scores_gemma":[0.9975942,0.0008335688,0.0003249396,0.0009892579,0.000120135,0.0001378439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318269,0.0001675316,0.9334171,0.0001283694,0.0003051907,0.00004502413,0.0005917969,0.000722701,0.0001927233,0.002616419,0.02174627,0.03874863],"study_design_scores_gemma":[0.000628953,0.0005278678,0.9598063,0.000129682,0.00006025028,0.00002887645,0.0004493381,0.0003390201,0.00139189,0.0005363859,0.03566634,0.0004351234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499003,0.000567447,0.00002021409,0.003394094,0.001272977,0.0009447433,0.000173583,0.0000639604,0.0436627],"genre_scores_gemma":[0.9976549,0.00008064001,0.0001000202,0.001437041,0.0001858168,0.00001696789,0.00003068236,0.000009333983,0.0004846404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04775457,"threshold_uncertainty_score":0.9972749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970977063152216,"score_gpt":0.188285578656273,"score_spread":0.1785758080247509,"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."}}