{"id":"W4406815455","doi":"10.1007/s10641-025-01667-x","title":"Molecular identification of larval sand lance (Ammodytes spp.) caught in the Hudson Bay System 2010–2018","year":2025,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Bay; Nature Conservation; Larva; Fishery; Identification (biology); Geography; Biology; Zoology; Ecology; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003468269,0.0001030059,0.0001470245,0.00006274459,0.00004760246,0.000008140885,0.0003107909,0.0001438118,0.00001867397],"category_scores_gemma":[0.00003706494,0.00008686217,0.00007051532,0.00009134541,0.0003240643,0.000005280394,0.00005259266,0.00006338589,0.0000152016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001649059,"about_ca_system_score_gemma":0.00001542062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001506661,"about_ca_topic_score_gemma":0.00001790175,"domain_scores_codex":[0.9989614,0.0001583499,0.0004125895,0.0002710924,0.00008086595,0.000115708],"domain_scores_gemma":[0.9992877,0.00002656845,0.0002108727,0.0004498457,0.00001149274,0.00001357363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002955575,0.00009867246,0.03168485,0.00003870687,0.00003254796,2.481863e-7,0.00005499728,0.00001561477,0.9655604,0.001172818,0.001106081,0.0002054865],"study_design_scores_gemma":[0.000249175,0.00003400341,0.1115018,0.00001625386,0.00001735876,0.000002880935,0.0004130068,0.00003102768,0.8823324,0.00005095259,0.005277774,0.00007331414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996306,0.001165426,0.000729126,0.0005032775,0.0002348939,0.0002208677,0.00009079338,0.000004915151,0.0007447127],"genre_scores_gemma":[0.9985846,0.0001649319,0.0001008587,0.00007836275,0.0000205514,0.00003640018,0.0003424787,0.000005914353,0.00066593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08322796,"threshold_uncertainty_score":0.3542137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007044270142591582,"score_gpt":0.2320922869426349,"score_spread":0.2250480168000433,"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."}}