{"id":"W6908411223","doi":"10.25921/ksqf-tm92","title":"Discrete profile measurements of dissolved inorganic carbon (DIC), total alkalinity (TA), water temperature, salinity, nutrients and dissolved oxygen during R/V John Strickland Properties Survey cruises 2015-07, 2015-11, 2016-07 and 2017-01 (EXPOCODEs 18S720150722, 18S720151109, 18S720160726 and 18S720170124) in the Juan de Fuca Strait of the North American Pacific coast from 2015-07-22 to 2017-01-24 (NCEI Accession 0232540)","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital Regional District; Fisheries and Oceans Canada; University of Victoria","funders":"","keywords":"Alkalinity; Nutrient; Dissolved organic carbon; Total inorganic carbon; Outfall; Hypoxia (environmental); Carbon fibers; Total organic carbon","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003549031,0.0004889188,0.0004239917,0.001249776,0.0005317126,0.0004845328,0.0005396152,0.0002869646,0.002907538],"category_scores_gemma":[0.0009171361,0.0002090072,0.000320066,0.002716627,0.0001902701,0.0002402321,0.0008223421,0.0004304873,0.002104803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229269,"about_ca_system_score_gemma":0.002884609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2102443,"about_ca_topic_score_gemma":0.4147228,"domain_scores_codex":[0.9996026,0.00002769415,0.00002762112,0.0001241574,0.0001365909,0.00008140377],"domain_scores_gemma":[0.9989842,0.00005522846,0.0002529594,0.0001346402,0.0004545758,0.0001184928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004550596,0.0001977783,0.8472444,0.0006686207,0.0003490049,0.000299858,0.001169552,0.001548731,0.01528534,0.0004304525,0.09099936,0.04135174],"study_design_scores_gemma":[0.0000258634,0.00003852411,0.9272699,0.00006837649,0.000037225,0.00005674982,0.000757909,0.0005209591,0.001955922,0.00008619472,0.06916149,0.00002092693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3711865,0.0001291376,0.001168883,0.0001086443,0.00005308976,0.0001470243,0.618876,0.0001715405,0.008159162],"genre_scores_gemma":[0.2073729,0.0001676245,0.004800138,0.0001198939,0.00002335673,0.0004895624,0.779025,0.00007710952,0.00792447],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7897557,"threshold_uncertainty_score":0.4180411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05831617202038412,"score_gpt":0.3073353237660315,"score_spread":0.2490191517456474,"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."}}