{"id":"W7114786610","doi":"10.60825/kexg-5103","title":"Coastal Biodiversity Survey (PAC2021-035) in the Strait of Georgia and Central Coast of Pacific Canada: 2021 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":"Biodiversity; Shore; Coral reef; Habitat; Marine conservation; Fishing; Channel (broadcasting); Marine protected area","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":[0.0007945388,0.0007262432,0.0003134135,0.002094223,0.00175261,0.0009922065,0.0009601452,0.0006048008,0.005998137],"category_scores_gemma":[0.001070383,0.0003916277,0.0003579546,0.003130321,0.0001944331,0.0002719445,0.0009184705,0.0007992556,0.002506363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01822405,"about_ca_system_score_gemma":0.06201195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885625,"about_ca_topic_score_gemma":0.9960238,"domain_scores_codex":[0.9992514,0.0000278908,0.00002067068,0.00006694505,0.0004187685,0.0002141188],"domain_scores_gemma":[0.9972903,0.00003035634,0.0001133056,0.00003904584,0.001886123,0.0006409407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001573567,0.0001691663,0.1619982,0.0004626996,0.0000796176,0.0003357521,0.0005480309,0.0007332378,0.001867706,0.000620521,0.7788684,0.05415931],"study_design_scores_gemma":[0.00002944419,0.00005463211,0.793151,0.0001780073,0.00001878095,0.00007358463,0.0009106371,0.0006260714,0.0003079212,0.00005599101,0.2045681,0.00002588664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1347693,0.001950482,0.001243606,0.007664253,0.0004753325,0.00180614,0.7768903,0.0006388059,0.07456175],"genre_scores_gemma":[0.2193694,0.002773299,0.01078563,0.005674833,0.00008768426,0.001444945,0.638878,0.0002004062,0.1207858],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01822405,"threshold_uncertainty_score":0.1322253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987871149502595,"score_gpt":0.2292947160808691,"score_spread":0.1994160045858432,"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."}}