{"id":"W6945975982","doi":"10.25850/nioz/7b.b.vf","title":"Discrete underway surface seawater dissolved inorganic carbon and total alkalinity for R/V Sonne cruise SO289.","year":2023,"lang":"en","type":"dataset","venue":"Data Portal of the Royal Netherlands Institute for Sea Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geotraces; Alkalinity; Seawater; Sonne; Dissolved organic carbon; Cruise; Total inorganic 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":[0.0007532035,0.001137608,0.0007073915,0.002197344,0.0004493812,0.001087526,0.001517651,0.001281782,0.02065549],"category_scores_gemma":[0.002910434,0.0004353898,0.0008623395,0.004614647,0.0002546427,0.0008198055,0.001095362,0.0009677582,0.0279194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092461,"about_ca_system_score_gemma":0.001568689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05341733,"about_ca_topic_score_gemma":0.08105157,"domain_scores_codex":[0.999388,0.00005747726,0.00006928646,0.0001946904,0.0002049985,0.0000854525],"domain_scores_gemma":[0.9987785,0.0002015799,0.0001956266,0.0002367584,0.000474374,0.0001131963],"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":[0.0001515749,0.00004315123,0.008993721,0.0009732185,0.0001107265,0.00006482043,0.00007470226,0.0009432357,0.0006173167,0.0005531427,0.9815741,0.005900361],"study_design_scores_gemma":[0.0001704132,0.00002465933,0.03011014,0.0002788687,0.00004130972,0.00007514752,0.0001794828,0.0007116324,0.0008256312,0.0007525937,0.966786,0.00004406867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004817846,0.00002350112,0.00004284371,0.00002453557,0.00001070203,0.000004926389,0.9989536,0.00009575796,0.0003623484],"genre_scores_gemma":[0.0008725399,0.00001690951,0.0002311182,0.00001146572,0.000002480487,0.00003267749,0.9984383,0.00003067998,0.0003637942],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05341733,"threshold_uncertainty_score":0.1062128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221236637198506,"score_gpt":0.3887751924533331,"score_spread":0.2666515287334825,"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."}}