{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001537794,0.0005314547,0.0002999024,0.001036088,0.001447349,0.0003485151,0.0005241702,0.0004143758,0.0137327],"category_scores_gemma":[0.0003572059,0.0002623764,0.000162207,0.0003690891,0.0005058776,0.0005696277,0.0006586833,0.0004028424,0.003298662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063253,"about_ca_system_score_gemma":0.0002903853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03460648,"about_ca_topic_score_gemma":0.1004291,"domain_scores_codex":[0.9998623,0.000008799278,0.00001106721,0.00006031674,0.00003753175,0.00001988665],"domain_scores_gemma":[0.9998763,0.00001891887,0.00003933097,0.00001162534,0.00003438287,0.00001950555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005603785,0.00009627921,0.0843123,0.002051208,0.0001326978,0.00145662,0.001935766,0.001528162,0.06168576,0.005887212,0.03404414,0.8063095],"study_design_scores_gemma":[0.00008269962,0.0001754669,0.6690951,0.0007726229,0.00009974317,0.002369673,0.0009502767,0.0003769962,0.002684034,0.001048438,0.3223089,0.00003606214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4610337,0.01917261,0.006666644,0.000927245,0.0005817944,0.0006196738,0.008820547,0.0007933753,0.5013845],"genre_scores_gemma":[0.9321268,0.003155753,0.005423424,0.0006280941,0.0001212228,0.0001575619,0.00327693,0.00007024562,0.05503997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03460648,"threshold_uncertainty_score":0.06881011,"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."}}