{"id":"W6964581638","doi":"10.25921/v83t-sc32","title":"Dissolved inorganic carbon, total alkalinity, pH, water temperature, salinity, dissolved oxygen, macronutrients, particulate organic carbon and other parameters, collected from vertical profiles and discrete samples observations during the CCGS John Cabot Fisheries and Oceans Canada (DFO) Atlantic Zone Monitoring Program (AZMP) cruise (EXPOCODE 18KF20240625) in the North Atlantic Ocean and Labrador Sea from 2024-06-25 to 2024-07-16 (NCEI Accession 0303770)","year":2025,"lang":"en","type":"dataset","venue":"National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI)","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Dissolved organic carbon; Alkalinity; Water column; Pelagic zone; Plankton; Total organic carbon; Aquatic ecosystem; Ocean acidification; Total inorganic carbon","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":[0.0006518056,0.0008459251,0.0006770006,0.002348082,0.000497427,0.0006529783,0.00104003,0.0006331502,0.005351034],"category_scores_gemma":[0.00141345,0.0003176835,0.000487256,0.004871265,0.0001937755,0.0003950958,0.0007250058,0.0006353066,0.003990987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709531,"about_ca_system_score_gemma":0.003504686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2772282,"about_ca_topic_score_gemma":0.4461745,"domain_scores_codex":[0.9994853,0.00002998135,0.00005244226,0.0001291697,0.0002352607,0.00006779721],"domain_scores_gemma":[0.9981896,0.0001068881,0.0003254647,0.0002138588,0.001015482,0.00014863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003751117,0.0002946085,0.4175718,0.001045015,0.0003672395,0.0001870728,0.0004010999,0.004399763,0.00502886,0.0008422414,0.5332856,0.03620171],"study_design_scores_gemma":[0.0001148354,0.0000642613,0.6914895,0.0001447293,0.00005855747,0.00005886738,0.0004998672,0.002999162,0.002175659,0.0003236123,0.3020154,0.00005550093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01650255,0.00004075486,0.0002292368,0.00004902533,0.00002151187,0.00006627322,0.9803745,0.0001057132,0.002610394],"genre_scores_gemma":[0.01741952,0.00005468253,0.001352984,0.00003568281,0.000008854237,0.0001813866,0.9788834,0.00002025464,0.002043338],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7227718,"threshold_uncertainty_score":0.5512291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127516567482349,"score_gpt":0.2123290238902235,"score_spread":0.1995773671419886,"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."}}