{"id":"W7062469318","doi":"","title":"Studies on the genus &lt;i&gt;Aphodius&lt;/i&gt; of the United States and Canada (Coleoptera: Scarabaeidae): X. Some new species from central North America","year":2006,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Context (archaeology); Ophidia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011816,0.0002352267,0.0003380414,0.0001816449,0.0005567953,0.0002827509,0.0008913978,0.00003985676,0.0002612096],"category_scores_gemma":[0.001716616,0.0001224971,0.0001054233,0.001094166,0.0004873541,0.0001728863,0.0001669543,0.0001362175,0.00001793693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937878,"about_ca_system_score_gemma":0.0005335854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6007297,"about_ca_topic_score_gemma":0.9627162,"domain_scores_codex":[0.9952211,0.0005039507,0.0007152382,0.0004977945,0.002673544,0.0003883318],"domain_scores_gemma":[0.9960729,0.002043125,0.0005063604,0.0007849996,0.0004937997,0.00009879011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002008295,0.0001498875,0.5131133,0.000009436652,0.0002656717,0.00001044414,0.009072678,0.01830547,0.008731086,0.002858933,0.4406337,0.00664863],"study_design_scores_gemma":[0.0005040528,0.00006862895,0.8991074,0.00004223666,0.00005468702,7.719584e-7,0.0006722962,0.003258811,0.001001933,0.005318351,0.08975217,0.0002186609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927582,0.0009020887,0.00002249824,0.002748855,0.001646621,0.0003938439,0.0001615605,0.00001720777,0.001349186],"genre_scores_gemma":[0.9956554,0.0001069538,0.00003711226,0.0006512682,0.0002376248,0.000009280675,0.00005038592,0.00000928917,0.003242752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3859942,"threshold_uncertainty_score":0.4995286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101846995683256,"score_gpt":0.2924897471545699,"score_spread":0.1906427514713139,"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."}}