{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01524259,0.001228819,0.0009764178,0.001620979,0.0007056671,0.002217669,0.002347959,0.002382986,0.0008917447],"category_scores_gemma":[0.01916526,0.0006873999,0.0007757029,0.0008515867,0.002663487,0.001575099,0.00116356,0.001411501,0.001064802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004901217,"about_ca_system_score_gemma":0.0008113869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186575,"about_ca_topic_score_gemma":0.004541287,"domain_scores_codex":[0.9897465,0.005111584,0.0004935944,0.00160448,0.002639901,0.0004039944],"domain_scores_gemma":[0.9751304,0.0129895,0.00321291,0.003343551,0.004463995,0.0008596729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009468657,0.0002230513,0.1713975,0.002428931,0.0003831037,0.0006833713,0.002456288,0.002284402,0.5870965,0.002107776,0.002579786,0.2274124],"study_design_scores_gemma":[0.00008731987,0.003060592,0.3029283,0.00180909,0.001028714,0.005394104,0.005090881,0.0252088,0.536277,0.01136928,0.1074014,0.0003445666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181701,0.02962044,0.1251167,0.01246804,0.0007514593,0.0003961012,0.004060593,0.001083044,0.008333563],"genre_scores_gemma":[0.7515115,0.01536114,0.214291,0.007142569,0.0006973023,0.00082561,0.003619075,0.0002944033,0.006257353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524259,"threshold_uncertainty_score":0.08061147,"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."}}