{"id":"W6901858133","doi":"10.60825/n1he-3993","title":"Coastal Biodiversity Survey (PAC2023-035) in Caamaño and Chatham Sounds on the Central and North Coasts of Pacific Canada: 2023 Cruise Report","year":2025,"lang":"en","type":"report","venue":"Fisheries and Oceans Canada / Pêches et Océans Canada - Publications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Intertidal zone; Biodiversity; Shore; Fishing; Marine debris; Environmental DNA; Invertebrate; Baseline (sea); Marine mammal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003367821,0.0003371941,0.0001849427,0.001524109,0.001923795,0.0007384729,0.0006634437,0.0003021265,0.005033923],"category_scores_gemma":[0.0006581044,0.0002727531,0.0001844243,0.002366006,0.0002213714,0.0002176909,0.000691616,0.0005138977,0.0009976916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008611936,"about_ca_system_score_gemma":0.02023598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801499,"about_ca_topic_score_gemma":0.9959958,"domain_scores_codex":[0.999684,0.00001016038,0.00001015636,0.00003503773,0.0001776096,0.00008315926],"domain_scores_gemma":[0.9987261,0.00002824897,0.0001013129,0.00002282881,0.0007651587,0.0003563192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783566,0.0001553563,0.7898753,0.0003377478,0.00008182458,0.0009965075,0.00257715,0.0003171986,0.004790513,0.0002765301,0.1462692,0.05414433],"study_design_scores_gemma":[0.000006871191,0.00001564136,0.98155,0.00003837863,0.000006028919,0.00006322427,0.001039941,0.0001271392,0.000174831,0.000008012585,0.01696243,0.000007497517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7977819,0.001368417,0.0006636548,0.00161644,0.0001334386,0.000905738,0.1393867,0.0002877202,0.05785604],"genre_scores_gemma":[0.8073816,0.001838621,0.006501486,0.001598502,0.00004130274,0.0008575156,0.1080315,0.0001009203,0.07364856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01985008,"threshold_uncertainty_score":0.06248426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246999767850299,"score_gpt":0.2241133668867246,"score_spread":0.1816433692082216,"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."}}