{"id":"W4324265161","doi":"10.4095/331402","title":"Swiftsure Bank water column survey SO294, offshore British Columbia","year":2023,"lang":"en","type":"report","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Water column; Oceanography; Transect; Submarine pipeline; Echo sounding; Seabed; Fishery; Habitat; Exclusive economic zone; Geology; Environmental science; Geography; Ecology; Biology","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":[0.0001560557,0.0003175148,0.000151101,0.00149266,0.001841128,0.0006184089,0.0004774962,0.0002835469,0.01260996],"category_scores_gemma":[0.0004767213,0.0002614811,0.0001123627,0.002133355,0.0002409053,0.0002560926,0.0005802438,0.0003726098,0.002754981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005052974,"about_ca_system_score_gemma":0.01379454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780361,"about_ca_topic_score_gemma":0.9951707,"domain_scores_codex":[0.9996967,0.00001205945,0.00001404472,0.00004035955,0.0001767949,0.0000599347],"domain_scores_gemma":[0.9992552,0.00002348906,0.00005798674,0.00002229476,0.0005178747,0.0001231884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805702,0.0002053851,0.7084625,0.0003704893,0.00006931168,0.001042064,0.001662613,0.0008719868,0.006233464,0.0005598643,0.2130868,0.0672549],"study_design_scores_gemma":[0.00001954178,0.0000307555,0.9376165,0.00008502416,0.00001116545,0.0001206457,0.001535087,0.0006662452,0.0008399698,0.00004181826,0.0590142,0.00001899385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7164997,0.0008053927,0.0004682928,0.001126472,0.0000912583,0.0004695239,0.1635978,0.000159187,0.1167824],"genre_scores_gemma":[0.6052943,0.001949876,0.002477715,0.0005830611,0.00003090733,0.0004043294,0.08888238,0.0001094351,0.300268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196389,"threshold_uncertainty_score":0.04418641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09862959502221004,"score_gpt":0.2993513396532127,"score_spread":0.2007217446310027,"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."}}