{"id":"W6892811589","doi":"10.5281/zenodo.13287162","title":"Scatophila unicornis Czerny","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Adult male; Ovoid; Dorsum; Thorax (insect anatomy); Apex (geometry)","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":[0.0001161053,0.001006219,0.0005776569,0.003978922,0.001391766,0.001286586,0.0005321202,0.0006040084,0.02252078],"category_scores_gemma":[0.0002770524,0.0002915362,0.000283644,0.002178116,0.0007694912,0.001344983,0.0009534332,0.0009097158,0.008931211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009752705,"about_ca_system_score_gemma":0.000873104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337087,"about_ca_topic_score_gemma":0.01893674,"domain_scores_codex":[0.9997891,0.00002664455,0.00002647154,0.00006714973,0.00006120253,0.00002948029],"domain_scores_gemma":[0.9999027,0.00001062817,0.00002957714,0.000008116952,0.00003718958,0.00001173541],"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":[0.0001363971,0.00006021068,0.004118315,0.004359945,0.00004744325,0.001598124,0.0008297166,0.0004620991,0.006839224,0.01317746,0.08038814,0.887983],"study_design_scores_gemma":[0.00001571692,0.00004296622,0.014757,0.0009631778,0.00005240018,0.002988289,0.0003163398,0.0001024092,0.0009471952,0.001565516,0.978231,0.00001795836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02349642,0.4343008,0.003823961,0.002548386,0.002624748,0.0004538165,0.006173105,0.0006015458,0.5259773],"genre_scores_gemma":[0.3904563,0.3449562,0.009025388,0.003863403,0.002079906,0.0005941316,0.0163704,0.0001267846,0.2325275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02252078,"threshold_uncertainty_score":0.0753395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04566494613006511,"score_gpt":0.2263750659901191,"score_spread":0.180710119860054,"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."}}