{"id":"W4319293704","doi":"10.1111/1755-0998.13763","title":"The proof is in the poo: Non‐invasive method to detect endoparasitic infection","year":2023,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Marsden Fund; Natural Sciences and Engineering Research Council of Canada; University of Otago","keywords":"Biology; Frass; Host (biology); Parasite hosting; TaqMan; Zoology; Ecology; Polymerase chain reaction; Gene; Larva; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007365756,0.0001055464,0.0001043714,0.00007130749,0.0004099798,0.00002859335,0.0003038454,0.0000988648,0.0002101355],"category_scores_gemma":[0.0002141422,0.00006608554,0.00006539058,0.0005286233,0.0001476275,0.00003774191,0.0001320677,0.0002175013,0.001763606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006568133,"about_ca_system_score_gemma":0.000007987546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003180618,"about_ca_topic_score_gemma":0.003659393,"domain_scores_codex":[0.9986116,0.0005400039,0.000149674,0.0002643156,0.0001056715,0.0003287168],"domain_scores_gemma":[0.9989436,0.0007163582,0.00004914441,0.0002457305,0.000005957624,0.00003919162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107488,0.00008748319,0.7574676,0.000006134635,0.0000974558,0.0002773049,0.009207188,0.009175646,0.1907668,0.0001004602,0.007732153,0.02497419],"study_design_scores_gemma":[0.0001180061,0.0001911886,0.9126184,0.000003158129,0.00001739543,0.0000625397,0.0002433987,0.0002720274,0.03172644,0.0008931006,0.05375681,0.00009754385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887236,0.00001983903,0.000836998,0.004405262,0.0001124794,0.0004048539,0.000002668342,0.00002852716,0.005465748],"genre_scores_gemma":[0.9954457,0.00001011998,0.0001847739,0.003292793,0.00002127131,0.0002932622,0.000002728522,0.000007809553,0.0007415328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590404,"threshold_uncertainty_score":0.9990137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010388872790082,"score_gpt":0.3280152812753573,"score_spread":0.3176264084852753,"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."}}