{"id":"W6893331640","doi":"10.5281/zenodo.15296762","title":"Tabuda Walker 1852","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Key (lock); Holotype; Table (database); 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":[0.0001208962,0.0008801751,0.0004245496,0.002590366,0.002617982,0.0008269709,0.0008638037,0.001046463,0.06543854],"category_scores_gemma":[0.0004695755,0.0003296152,0.0001640046,0.001501771,0.0005732963,0.001558858,0.001138675,0.0008927657,0.02788814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570936,"about_ca_system_score_gemma":0.0004271888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009081505,"about_ca_topic_score_gemma":0.0124542,"domain_scores_codex":[0.9998378,0.00002076224,0.00001511638,0.00004508684,0.00005740396,0.00002375432],"domain_scores_gemma":[0.9998397,0.00002691837,0.00005404522,0.00001259609,0.00004376481,0.0000231148],"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":[0.0002795974,0.0001569647,0.007232186,0.0009758219,0.00002761268,0.001292298,0.001144617,0.0007149527,0.01008885,0.0129179,0.1048986,0.8602706],"study_design_scores_gemma":[0.00006679194,0.0002408936,0.03081872,0.0009389177,0.00006017202,0.004122304,0.0009398247,0.0008723603,0.001596221,0.003859863,0.9564494,0.00003443129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07601161,0.02648051,0.01203696,0.001639719,0.005050549,0.001391705,0.01306741,0.001642993,0.8626785],"genre_scores_gemma":[0.6039427,0.02096291,0.02242851,0.00301734,0.001625071,0.0008820826,0.01125525,0.000317016,0.3355691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06543854,"threshold_uncertainty_score":0.2189137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571377075221916,"score_gpt":0.2184211013314698,"score_spread":0.1927073305792506,"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."}}