{"id":"W6892428879","doi":"10.5281/zenodo.10123435","title":"Fig. 65 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":"Advanced Neural Network Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Spermatheca; Subgenus; Dorsum; Holotype; Head (geology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000777079,0.0003816274,0.0004303184,0.0006646683,0.001090563,0.0006121396,0.002940184,0.0001670561,0.0007169973],"category_scores_gemma":[0.000255579,0.0003473538,0.00008045209,0.001795813,0.000340583,0.000349943,0.004462749,0.0005124711,0.0009480031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743929,"about_ca_system_score_gemma":0.00001026084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113935,"about_ca_topic_score_gemma":0.00004413902,"domain_scores_codex":[0.9968039,0.0004130545,0.0005849353,0.001049764,0.0005544106,0.0005939381],"domain_scores_gemma":[0.9977122,0.00006859353,0.0004517202,0.001413821,0.0001769423,0.0001767568],"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":[0.00004657342,0.0001076895,0.00002400095,0.0001810458,0.00005816102,0.00005331768,0.0009381034,0.0001062454,0.001675562,0.006833186,0.1651492,0.8248269],"study_design_scores_gemma":[0.0004105634,0.000174384,0.0001773912,0.0002980023,0.00001225573,0.00009682116,0.0000375658,0.001040883,0.0002882733,0.0001240387,0.9969969,0.0003428872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1134546,0.02326046,0.2865427,0.0135076,0.004549068,0.02072288,0.002927381,0.02379491,0.5112404],"genre_scores_gemma":[0.8885266,0.01259994,0.02363983,0.0004964448,0.00107005,0.000003179354,0.001085164,0.01951894,0.05305992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8318477,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954708025048606,"score_gpt":0.2817235714561964,"score_spread":0.2321764912057104,"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."}}