{"id":"W2574145502","doi":"10.1101/098806","title":"Comparing three types of dietary samples for prey DNA decay in an insect generalist predator","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Atlantic Canada Opportunities Agency; Agence Nationale de la Recherche","keywords":"Predation; Feces; Generalist and specialist species; Biology; Predator; DNA; Invertebrate; Zoology; Trophic level; Multiplex polymerase chain reaction; Ecology; Polymerase chain reaction; Genetics; Gene; Habitat","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004947378,0.0005152713,0.0007309846,0.0001133222,0.0003281731,0.0001088698,0.001316597,0.0003409051,0.00007717928],"category_scores_gemma":[0.00007953341,0.0005626498,0.0001588413,0.0001122926,0.0007804579,0.000375071,0.002171239,0.0003537774,0.00004300519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005270719,"about_ca_system_score_gemma":0.0000364172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100427,"about_ca_topic_score_gemma":0.001012886,"domain_scores_codex":[0.9973866,0.0000860851,0.0004964835,0.001090188,0.0004123613,0.0005283054],"domain_scores_gemma":[0.9976752,0.00007013102,0.0005444449,0.001494617,0.00003332347,0.0001823299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005402876,0.0001946211,0.7874026,0.0001795769,0.00007464948,0.000006448661,0.00003239984,0.0008937904,0.2109779,0.00002849165,0.0001525655,0.00000289847],"study_design_scores_gemma":[0.0004487519,0.00009392115,0.8940635,0.0001550161,0.00008900878,4.822875e-9,0.000004187331,0.000457495,0.1037902,0.000005978354,0.0003523489,0.000539577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969292,0.0004374531,0.00021342,0.00004439448,0.0004440038,0.001093111,0.0007219714,0.00008776099,0.00002867461],"genre_scores_gemma":[0.98375,0.0001684501,0.01570558,0.00004095512,0.0001108317,0.0001562799,0.000002684107,0.00006188321,0.000003303694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1071878,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06164238624875553,"score_gpt":0.240627657692036,"score_spread":0.1789852714432805,"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."}}