{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005657538,0.0002201569,0.0003032005,0.002297754,0.0003888274,0.0006788831,0.0002336553,0.000253973,0.001339501],"category_scores_gemma":[0.001708996,0.0001556985,0.0003013622,0.002537318,0.0006791325,0.0004539644,0.001229947,0.0002727344,0.0002721445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201995,"about_ca_system_score_gemma":0.0002722922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007488484,"about_ca_topic_score_gemma":0.01600173,"domain_scores_codex":[0.9994755,0.00007374556,0.00004137512,0.0002473211,0.00009183815,0.00007017636],"domain_scores_gemma":[0.9986985,0.0001820728,0.000548552,0.00013818,0.0002924309,0.0001402838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006435829,0.00000594673,0.9749775,0.00007476558,0.000109411,0.00003876239,0.001111392,0.0001949606,0.01537979,0.0001749952,0.0001312433,0.007736928],"study_design_scores_gemma":[0.000001146097,0.00001470074,0.9987907,0.000009997696,0.00001314283,0.00004609425,0.0003215077,0.0001083082,0.0001798032,0.00005670317,0.0004539435,0.000003954593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968832,0.0004796351,0.0003841463,0.00005136361,0.000002516882,0.000004719315,0.0009866032,0.00001110976,0.001196639],"genre_scores_gemma":[0.9982394,0.0002289462,0.0004397723,0.00003481877,0.000004223544,0.000009342717,0.0008994518,0.000005524192,0.0001386605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007488484,"threshold_uncertainty_score":0.01488978,"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."}}