{"id":"W6912595625","doi":"10.5281/zenodo.6122762","title":"Brachygluta Thomson 1859","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Nearctic ecozone; French horn; Genus; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004333708,0.00007843574,0.00007546677,0.00001662308,0.001045137,0.0004804294,0.0004631658,0.00004686768,0.00598318],"category_scores_gemma":[0.0003101681,0.00004024389,0.00003658505,0.0003379957,0.00005943095,0.0001988268,0.0004233254,0.0001087175,0.004847872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007514483,"about_ca_system_score_gemma":0.000001148081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004935668,"about_ca_topic_score_gemma":0.000003081499,"domain_scores_codex":[0.9990467,0.0001637673,0.0001241536,0.0002316725,0.0002080893,0.0002256534],"domain_scores_gemma":[0.9993737,0.00001717272,0.00005065028,0.00008291502,0.0002807979,0.0001947546],"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":[0.0000593238,0.0001019297,0.00006791311,0.000004103399,0.000006859944,0.000004893986,0.0001472991,0.000006971653,0.004780519,0.002623474,0.07883605,0.9133607],"study_design_scores_gemma":[0.0001590973,0.0002233161,0.00431764,0.00000556644,0.00000371382,0.0000352518,0.000302638,0.00008271246,0.0004740545,0.0002831539,0.9940128,0.0001000957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613388,0.00007791128,0.0005313811,0.001830782,0.0001009077,0.000270348,0.000249345,0.0006602524,0.1349403],"genre_scores_gemma":[0.9976423,0.000007030221,0.00003742049,0.0001193362,0.0002039052,2.242882e-8,0.001827895,0.00001148782,0.0001505722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9151767,"threshold_uncertainty_score":0.995927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06793855749494529,"score_gpt":0.2305092912740519,"score_spread":0.1625707337791066,"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."}}