{"id":"W4388127877","doi":"10.1002/edn3.485","title":"Seas the DNA? Limited detection of cetaceans by low‐volume environmental DNA transect surveys","year":2023,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Porpoise; Environmental DNA; Cetacea; Phocoena; Transect; Fishery; Whale; Humpback whale; Balaenoptera; Limiting; Environmental science; Biology; Oceanography; Ecology; Biodiversity; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003584934,0.0003681883,0.0003581313,0.001240288,0.0005546617,0.001293754,0.001011271,0.0005715875,0.001322617],"category_scores_gemma":[0.008092298,0.0003657087,0.0001679268,0.0008094855,0.001185556,0.0007257485,0.0008745831,0.0003906396,0.0004141052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008295616,"about_ca_system_score_gemma":0.0005339228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03708338,"about_ca_topic_score_gemma":0.130927,"domain_scores_codex":[0.9961301,0.001073182,0.0003022579,0.0009766553,0.001218123,0.0002996893],"domain_scores_gemma":[0.9936832,0.002041381,0.001581326,0.0005742816,0.001907371,0.0002125306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024779,0.00003397976,0.8498859,0.0004265072,0.0001239817,0.0001759765,0.001525982,0.001115062,0.1005293,0.0002758237,0.0004696705,0.04533529],"study_design_scores_gemma":[0.000007172219,0.0002344905,0.9458051,0.0002147773,0.00009114507,0.0004407011,0.002444096,0.002199236,0.04108008,0.0003680194,0.007093324,0.00002191349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766065,0.001206222,0.01643277,0.0003266569,0.0000386356,0.00008808215,0.0006901392,0.00008029331,0.004530628],"genre_scores_gemma":[0.9880826,0.0003298653,0.009590936,0.0003343864,0.00001473408,0.00005324635,0.0003156567,0.00001394799,0.001264632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03708338,"threshold_uncertainty_score":0.07373506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008213518523890496,"score_gpt":0.1756319160617569,"score_spread":0.1674183975378664,"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."}}