{"id":"W6893232662","doi":"10.5281/zenodo.15269475","title":"Megaselia borealizona Brown & Hartop & Wong 2022, New Species","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; T lymphocyte; T cell; G protein","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":[0.0001712665,0.000665782,0.0003227271,0.001565922,0.001592628,0.0004483752,0.000697796,0.0004576077,0.008748109],"category_scores_gemma":[0.0003125488,0.0002687356,0.0002132748,0.0009528288,0.0006230364,0.001304745,0.0008080319,0.0006801086,0.003671963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402832,"about_ca_system_score_gemma":0.0004150205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117483,"about_ca_topic_score_gemma":0.03571727,"domain_scores_codex":[0.9998541,0.00001162072,0.00001803236,0.00005187446,0.0000471765,0.00001713919],"domain_scores_gemma":[0.9998429,0.00002030908,0.00004436661,0.00001504151,0.00004453944,0.00003282079],"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":[0.0007540704,0.0001195927,0.0535358,0.001107992,0.0001600493,0.005479841,0.004055585,0.0007598422,0.04411033,0.005636593,0.04155384,0.8427264],"study_design_scores_gemma":[0.0001009607,0.0004016419,0.3259063,0.0005758626,0.0002136308,0.01641087,0.002192657,0.0004939371,0.002178531,0.002131506,0.6493192,0.00007483302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4588991,0.03222933,0.0137394,0.001814549,0.001830298,0.0007852406,0.007906386,0.002229029,0.4805667],"genre_scores_gemma":[0.9126337,0.01096885,0.008453495,0.001054598,0.0004304105,0.0003562353,0.00571175,0.0001360401,0.06025493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01117483,"threshold_uncertainty_score":0.02926534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074571044927966,"score_gpt":0.2638845247003322,"score_spread":0.2131388142510525,"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."}}