{"id":"W6931059571","doi":"10.5281/zenodo.3790847","title":"Nephanes puritanus Casey 1924","year":2009,"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":"Nova Scotia Hospital","funders":"","keywords":"Natural (archaeology); Identification (biology); Context (archaeology)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002269023,0.00008626047,0.00007902271,0.00001910724,0.001485018,0.0004672568,0.000411458,0.00004662292,0.009155019],"category_scores_gemma":[0.0001399521,0.00004504833,0.00004525083,0.0003429039,0.00004331762,0.000176169,0.0001681133,0.0001034314,0.002401356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031922,"about_ca_system_score_gemma":5.736375e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003138141,"about_ca_topic_score_gemma":0.000003070334,"domain_scores_codex":[0.9991059,0.0001095743,0.000131365,0.0002402128,0.0001672238,0.000245754],"domain_scores_gemma":[0.9995582,0.00001642287,0.00004621883,0.00007942389,0.0001762302,0.0001235259],"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":[0.00003818915,0.0001065562,0.00001185657,0.000002884922,0.000004413839,0.00001301305,0.00006043514,0.000002741092,0.0119799,0.0021371,0.03183268,0.9538102],"study_design_scores_gemma":[0.0001148777,0.0003348673,0.01142742,0.000007211342,0.000004294406,0.00008063264,0.000122394,0.00003418677,0.000769117,0.000365221,0.9866295,0.0001102513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163041,0.00009646468,0.0001119454,0.002926033,0.00005831191,0.000267705,0.0002991483,0.000615371,0.07932097],"genre_scores_gemma":[0.9975041,0.0000226879,0.00002460336,0.0002532973,0.0002001069,1.495135e-8,0.001886768,0.000007393047,0.0001010934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547969,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293776071719854,"score_gpt":0.2157517234731517,"score_spread":0.1828139627559532,"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."}}