{"id":"W7090830531","doi":"10.5281/zenodo.17352970","title":"Agonum (Olisares) decorum","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decorum; Key (lock); Context (archaeology)","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":[0.00009857032,0.0005821147,0.000251986,0.001176574,0.002099669,0.0004702346,0.0003056609,0.000400233,0.01137486],"category_scores_gemma":[0.0001964468,0.0001881609,0.0001677102,0.0007411767,0.0005370657,0.0006121449,0.00083061,0.0005230121,0.003466936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573688,"about_ca_system_score_gemma":0.0003719233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115812,"about_ca_topic_score_gemma":0.0307225,"domain_scores_codex":[0.9998628,0.00001334157,0.000009499967,0.00003370935,0.00003978055,0.00004081307],"domain_scores_gemma":[0.9999088,0.00001440532,0.00003635825,0.00000776041,0.00001868651,0.00001389342],"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":[0.0007806278,0.0001771922,0.05490388,0.001030826,0.00005956908,0.005049973,0.004464277,0.0008793918,0.04194562,0.01197092,0.05040581,0.8283319],"study_design_scores_gemma":[0.00004491704,0.0002113148,0.2737932,0.0003323735,0.00008120088,0.004895533,0.002782496,0.0002340458,0.003308891,0.001140463,0.7131457,0.00002987356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3709797,0.01161711,0.002197243,0.001149922,0.0008248073,0.0003307502,0.005147503,0.0004112945,0.6073417],"genre_scores_gemma":[0.9294792,0.003537087,0.00207927,0.0006869302,0.0001986267,0.0001034959,0.002207008,0.00004010856,0.06166819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0115812,"threshold_uncertainty_score":0.03805268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194993140756454,"score_gpt":0.2142676017840778,"score_spread":0.1923176703765133,"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."}}