{"id":"W6968767724","doi":"10.5281/zenodo.5162777","title":"Brochymena quadripustulata","year":2021,"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":"Punitive damages; Pyrotechnics; Subject (documents)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000193584,0.00007123846,0.0000729883,0.00001103141,0.001449383,0.0004791335,0.000348037,0.00004167322,0.02394701],"category_scores_gemma":[0.0002192847,0.00003887845,0.00004463439,0.0003966599,0.00004238436,0.0001391742,0.0004994155,0.0001027818,0.002907571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004846401,"about_ca_system_score_gemma":0.000001071279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002350723,"about_ca_topic_score_gemma":0.000005414258,"domain_scores_codex":[0.9990934,0.0001472608,0.000123163,0.00026273,0.0001619936,0.0002115107],"domain_scores_gemma":[0.9994451,0.00001971952,0.00003946075,0.00009483218,0.0002947257,0.0001061624],"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":[0.00002521362,0.0001332269,0.00004355502,0.000008228425,0.00001191056,0.00001570339,0.00007096481,0.000004320451,0.03519005,0.003445914,0.05270587,0.908345],"study_design_scores_gemma":[0.0001106659,0.00007762238,0.007548593,0.000007885675,0.000004348576,0.00006431349,0.0002354035,0.00003664842,0.002270966,0.0001682514,0.9893803,0.0000949906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834906,0.0001402262,0.0003986665,0.001961443,0.00008958428,0.0001792649,0.0003537812,0.0005290834,0.1128573],"genre_scores_gemma":[0.995458,0.00002887184,0.00003935288,0.0001647541,0.0001551974,1.688664e-8,0.003900853,0.00001011968,0.0002428033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9366745,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049304120856714,"score_gpt":0.2181804222937425,"score_spread":0.1776873810851754,"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."}}