{"id":"W6927340504","doi":"10.25921/brdd-0a44","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 RRS Discovery Fisheries and Oceans Canada (DFO) Atlantic Zone Monitoring Program (AZMP) cruise (EXPOCODE 32V320241028) in the North Atlantic Ocean and Labrador Sea from 2024-10-28 to 2024-11-23 (NCEI Accession 0303772)","year":2025,"lang":"en","type":"dataset","venue":"National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","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; Aquatic ecosystem; 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":[0.0007717042,0.0008930942,0.0007894126,0.002476672,0.0005560144,0.0007624803,0.001180333,0.0005869427,0.006737215],"category_scores_gemma":[0.001623548,0.0003404081,0.0005218079,0.005710789,0.0001935532,0.0004664655,0.000937341,0.0007633468,0.005830069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175428,"about_ca_system_score_gemma":0.003935394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2246187,"about_ca_topic_score_gemma":0.401444,"domain_scores_codex":[0.9993886,0.00003355074,0.00007588841,0.0001561577,0.0002664649,0.00007932699],"domain_scores_gemma":[0.997698,0.0001445828,0.0004299846,0.000261691,0.001277376,0.0001883824],"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":[0.000445417,0.0002978117,0.422985,0.001195604,0.000350779,0.0001962491,0.0004240397,0.002539833,0.004636242,0.0008317375,0.5292357,0.03686161],"study_design_scores_gemma":[0.0001251642,0.00007640137,0.6896539,0.0001655086,0.0000605803,0.00006642754,0.0005966413,0.001836521,0.001915282,0.000350883,0.3050961,0.0000566607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01163167,0.00003591023,0.0001798048,0.00003816781,0.00001675528,0.00005804925,0.9856889,0.00007131945,0.002279476],"genre_scores_gemma":[0.01147295,0.00005192791,0.001076909,0.00003059723,0.00000715317,0.000175517,0.9853539,0.00001678703,0.001814128],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7753813,"threshold_uncertainty_score":0.4466226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156928808368992,"score_gpt":0.2290467423544868,"score_spread":0.2174774542707969,"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."}}