{"id":"W6929814473","doi":"10.5281/zenodo.10123388","title":"Fig. 51 in A revision of Scipopus Enderlein including the subgenera Scipopus s. str., Phaeopterina Frey and Parascipopus subgen. nov. (Diptera, Micropezidae, Taeniapterinae)","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Subgenus; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933433,0.0009311031,0.0003314432,0.003700252,0.001208468,0.0007648607,0.0007560563,0.0004865099,0.08740178],"category_scores_gemma":[0.0006995499,0.0002484763,0.0002996749,0.003092902,0.001231184,0.001063318,0.0006721074,0.001086843,0.03121736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968958,"about_ca_system_score_gemma":0.0007068299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01836216,"about_ca_topic_score_gemma":0.03092526,"domain_scores_codex":[0.9998043,0.00003238048,0.00002017822,0.00005032981,0.00006886649,0.00002391853],"domain_scores_gemma":[0.9997643,0.00003374881,0.00004130238,0.00003451167,0.0001034609,0.00002264468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003254478,0.00006474422,0.006702632,0.00162072,0.00005252726,0.0008282567,0.001217522,0.0008716368,0.005170413,0.01272388,0.5043864,0.4660358],"study_design_scores_gemma":[0.00001060185,0.00002058928,0.017003,0.0001375703,0.00001819217,0.0007288121,0.0002100235,0.0001541911,0.0003584893,0.000523582,0.9808241,0.00001086982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02444096,0.009146753,0.01028546,0.001414233,0.006077318,0.001016401,0.04380628,0.002653016,0.9011596],"genre_scores_gemma":[0.2409758,0.01580648,0.03476477,0.001717974,0.003206392,0.001243677,0.1106569,0.001995789,0.5896322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08740178,"threshold_uncertainty_score":0.2923881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794480904730034,"score_gpt":0.2970628250269043,"score_spread":0.2591180159796039,"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."}}