{"id":"W3135168720","doi":"10.3897/aca.4.e64792","title":"Circumglobal distribution of fish environmental DNA in coral reefs","year":2021,"lang":"en","type":"article","venue":"ARPHA Conference Abstracts","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Agence Nationale de la Recherche","keywords":"Species richness; Reef; Coral reef fish; Environmental DNA; Coral reef; Ecology; Biology; Biodiversity; Fishery; Coral; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001335947,0.0001774707,0.0002226154,0.00001554528,0.00008350653,0.00001886688,0.0002353396,0.00009798758,0.00248744],"category_scores_gemma":[0.00005273883,0.0002018345,0.0000680641,0.000140534,0.0004821621,0.0003005285,0.0004057894,0.0001570703,0.000632227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647573,"about_ca_system_score_gemma":0.00001128731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003062297,"about_ca_topic_score_gemma":0.0003745896,"domain_scores_codex":[0.9984553,0.00004997842,0.0003349833,0.0004157387,0.000405879,0.0003380842],"domain_scores_gemma":[0.9994304,0.00004598941,0.0001413164,0.0002791238,0.000004498178,0.00009870427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001880629,0.0003910414,0.9420233,0.000008408412,0.00001564724,0.0001288653,0.0002734868,0.0003146244,0.05119995,0.00006982739,0.001959669,0.003596382],"study_design_scores_gemma":[0.0004246594,0.00004591768,0.9582087,0.00002116729,0.00001336387,0.00001357431,0.0004920753,0.00002093152,0.03790966,0.0002040414,0.002453295,0.0001925813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914938,0.00002642657,0.00001566099,0.0003147045,0.0001001511,0.0001265643,0.0002534007,0.00001571075,0.007653615],"genre_scores_gemma":[0.9989291,0.0001489648,0.0002084674,0.0002036808,0.00001086473,0.000005232867,0.000247575,0.000006131756,0.0002399742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01618544,"threshold_uncertainty_score":0.9984244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764610848861833,"score_gpt":0.2108583754022299,"score_spread":0.1932122669136115,"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."}}