{"id":"W4386126775","doi":"10.3389/fevo.2023.1176681","title":"Promise and limitations of 18S genetic screening of extracted fecal DNA from wild capuchins","year":2023,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Université de Montréal; University of Calgary","funders":"Alberta Children's Hospital Research Institute; Canada Research Chairs; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Alberta Innovates; European Commission; National Science Foundation","keywords":"Biology; 18S ribosomal RNA; Zoology; Feces; Population; Invertebrate; Genus; Ecology; Ribosomal RNA; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009364545,0.00005312296,0.0001188886,0.00008551432,0.00007607001,0.000001533358,0.00004269731,0.0001174857,0.00002522064],"category_scores_gemma":[0.0001168731,0.00005475199,0.00001588313,0.000143972,0.0003117085,0.00009293929,0.00004030151,0.00009053645,0.00000831894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238187,"about_ca_system_score_gemma":0.000007586511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350396,"about_ca_topic_score_gemma":0.001122659,"domain_scores_codex":[0.9994817,0.00006996421,0.0001559539,0.0001450023,0.00003419962,0.0001131598],"domain_scores_gemma":[0.9997019,0.0001334131,0.00006999862,0.00006136851,0.000004846613,0.00002843653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005036173,0.00003811373,0.9856291,0.000002337344,0.00001614402,0.000001400251,0.0003515754,0.0004462807,0.007034034,0.00002726468,0.0007539658,0.005649441],"study_design_scores_gemma":[0.0002663898,0.00006866027,0.9904579,0.000007556713,0.00001869314,0.000002995267,0.0002573384,0.006980102,0.0001575558,0.00144391,0.0002905508,0.00004835237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972101,0.0001333779,0.001755993,0.0001215855,0.0002316885,0.0001044771,0.00002107386,0.00001155002,0.0004101873],"genre_scores_gemma":[0.9939064,0.000222756,0.005671788,0.00001310622,0.000009941761,0.00001183033,0.00002575632,0.000002717955,0.000135654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006876478,"threshold_uncertainty_score":0.2232721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783370093350556,"score_gpt":0.2581905931597359,"score_spread":0.2403568922262304,"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."}}