{"id":"W6968812529","doi":"10.5281/zenodo.14981003","title":"Fig. 62 in A revision of the genus Sclerocoelus Marshall (Diptera: Sphaeroceridae)","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Aedeagus; Genus; Scale (ratio); Holotype; 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":[0.0002731614,0.0007555871,0.0002187333,0.002292878,0.0007265416,0.0005928305,0.000676691,0.0005581771,0.04900081],"category_scores_gemma":[0.0007290759,0.0001860949,0.0002443572,0.00129016,0.0008931039,0.0009395679,0.0007482069,0.000727436,0.0165206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118074,"about_ca_system_score_gemma":0.0006536925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00924254,"about_ca_topic_score_gemma":0.01707487,"domain_scores_codex":[0.9998738,0.00002489181,0.00001429673,0.00003087955,0.00003772064,0.00001843522],"domain_scores_gemma":[0.9998491,0.00002609063,0.00002251921,0.00002462975,0.00004853025,0.00002918826],"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":[0.0001182899,0.00002680862,0.003828693,0.000711832,0.00002397844,0.0004159443,0.0006786478,0.0002197011,0.005261458,0.010928,0.3793334,0.5984532],"study_design_scores_gemma":[0.000007697748,0.00002060887,0.008191863,0.0001393557,0.00001407831,0.0003721277,0.0001257179,0.0001014837,0.0003422101,0.000595232,0.9900818,0.000007789429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.05429345,0.0416577,0.03355803,0.007011226,0.0248249,0.001502302,0.02383681,0.006572331,0.8067433],"genre_scores_gemma":[0.2116847,0.02871803,0.05953979,0.003065221,0.00472697,0.001087169,0.03076257,0.001725351,0.6586902],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04900081,"threshold_uncertainty_score":0.163924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07974623978668688,"score_gpt":0.3127707296524871,"score_spread":0.2330244898658003,"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."}}