{"id":"W6894138962","doi":"10.5281/zenodo.7506533","title":"Amiota minor","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Genus; Pelvic girdle; Lobe; Trunk","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":[0.000101807,0.0007834171,0.0005016206,0.002011805,0.002251406,0.0005892593,0.0007709666,0.0007287661,0.03914954],"category_scores_gemma":[0.0004758663,0.0002033923,0.000302443,0.000780163,0.0005507972,0.001304924,0.001491887,0.0007125693,0.01061052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006462359,"about_ca_system_score_gemma":0.000443338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004113317,"about_ca_topic_score_gemma":0.00650541,"domain_scores_codex":[0.9997115,0.00003209682,0.00002717687,0.0001006136,0.00007521141,0.00005342492],"domain_scores_gemma":[0.9998263,0.0000246477,0.00004497682,0.00002135499,0.00005419096,0.00002864022],"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":[0.0007251452,0.0001288384,0.014753,0.001608553,0.00007783928,0.002946632,0.001516164,0.0003743104,0.03562111,0.0131608,0.04763811,0.8814495],"study_design_scores_gemma":[0.00007462748,0.0003097557,0.09906208,0.0004802376,0.0001015526,0.007031871,0.001265131,0.0004512458,0.003280497,0.003250219,0.8846462,0.00004650762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1357952,0.01869864,0.006696634,0.001102599,0.001682737,0.0007418899,0.005994861,0.001451291,0.8278363],"genre_scores_gemma":[0.8932822,0.005125301,0.005929615,0.001405924,0.0008863631,0.0004014904,0.004234279,0.0001020155,0.08863272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03914954,"threshold_uncertainty_score":0.1309683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630872887354414,"score_gpt":0.2208421255900249,"score_spread":0.1845333967164808,"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."}}