{"id":"W6907163415","doi":"10.18739/a24j09z7k","title":"Continuous seawater isotopic (δ18O, δD, and d-excess) observations from 2021 Arctic cruise on United States Coast Guard Cutter Healy","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cruise; Coast guard; Arctic; Transect; Seawater; Water mass","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004528025,0.001345574,0.001538781,0.001180517,0.0006802391,0.0006376406,0.001240724,0.0005474191,0.05672819],"category_scores_gemma":[0.0002658077,0.001320528,0.0002614771,0.00125509,0.0003596382,0.0003996176,0.001011687,0.002228112,0.003691819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811757,"about_ca_system_score_gemma":0.000263844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0437126,"about_ca_topic_score_gemma":0.00560908,"domain_scores_codex":[0.9932659,0.001067078,0.00124847,0.001877986,0.00131392,0.001226614],"domain_scores_gemma":[0.9950418,0.0009322406,0.0007209661,0.00249804,0.0003312313,0.000475698],"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":[0.000357212,0.000442552,0.01189388,0.000218509,0.0005876326,0.0005628927,0.0004699225,0.0001264829,0.0001781206,0.000007121091,0.9850554,0.0001002959],"study_design_scores_gemma":[0.002098896,0.0003303946,0.01968895,0.0003627453,0.0008254551,0.00003420988,0.0006598091,0.0001803994,0.00004630461,0.000209732,0.9742045,0.001358568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1802504,0.0007479163,0.000002207503,0.0007542365,0.0008882988,0.001166866,0.8159955,0.0001624936,0.00003217002],"genre_scores_gemma":[0.00206487,0.001336868,0.00007962187,0.006309147,0.0005964505,0.0004359481,0.9878516,0.0003395711,0.0009859574],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1781855,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722561920385093,"score_gpt":0.2635885426086124,"score_spread":0.2363629234047614,"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."}}