{"id":"W6927336588","doi":"10.25921/cskq-3806","title":"Dissolved inorganic carbon, total alkalinity, pH, temperature, salinity, dissolved oxygen, macronutrients, particulate organic carbon and nitrogen, collected from vertical profiles and discrete samples observations during the CCGS Hudson Fisheries and Oceans Canada (DFO) Atlantic Zone Monitoring Program (AZMP) cruise (EXPOCODE 18HU20201110) in the North Atlantic Ocean and Labrador Sea from 2020-11-10 to 2020-12-01 (NCEI Accession 0296844)","year":2024,"lang":"en","type":"dataset","venue":"National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI)","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","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; Ocean acidification; Ecosystem; Marine ecosystem; Aquatic ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002456249,0.0005424281,0.0004077457,0.00002334453,0.0006762765,0.0004626982,0.0002575519,0.0002168507,0.0001689642],"category_scores_gemma":[0.0001019764,0.0004468127,0.00005805516,0.0002298442,0.0004489158,0.0006982692,0.0004281426,0.0004029625,0.000005844213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732075,"about_ca_system_score_gemma":0.0001843633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009400175,"about_ca_topic_score_gemma":0.03975794,"domain_scores_codex":[0.997061,0.0001238781,0.0008874791,0.0006735455,0.0008621207,0.0003920328],"domain_scores_gemma":[0.9988328,0.0003756312,0.0003207045,0.0001839687,0.00002203679,0.000264893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000409952,0.0002296862,0.9690386,0.0001640253,0.000203376,0.00001131954,0.0008595258,0.0001937184,0.0003503938,0.00001705334,0.02839711,0.0001252204],"study_design_scores_gemma":[0.001392873,0.0001671215,0.9735093,0.00009345346,0.0001904024,0.00003430009,0.002008806,0.01472387,0.000055366,0.00013068,0.007116211,0.0005776543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911026,0.0001496628,0.0000128513,0.0009442581,0.0001396363,0.001476291,0.1061435,0.00002386483,0.000007424474],"genre_scores_gemma":[0.8339092,0.0008751152,0.0003637008,0.0002995109,0.0001176228,0.0001365161,0.1642311,0.00002855805,0.00003878567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05808759,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008521009821620856,"score_gpt":0.2160540522268918,"score_spread":0.207533042405271,"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."}}