{"id":"W6944811869","doi":"10.18739/a2pz51n58","title":"Conductivity-Temperature-Depth (CTD) and Geochemistry Data from 2021 Expedition of the Canadian Coast Guard Ship Louis S. St-Laurent","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Cruise; Hydrography; Beaufort scale; Ocean gyre; Documentation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003328229,0.0002494079,0.0003092815,0.00002462928,0.0005946626,0.0001765686,0.00127851,0.0003554699,0.05928341],"category_scores_gemma":[0.0001904282,0.00009648572,0.00007595971,0.0003319542,0.000226947,0.0001149567,0.0007822989,0.0008689236,0.00001298845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000977855,"about_ca_system_score_gemma":0.0001897271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3274286,"about_ca_topic_score_gemma":0.7840626,"domain_scores_codex":[0.9978724,0.0002595219,0.0002669403,0.000658342,0.000613456,0.0003293648],"domain_scores_gemma":[0.9988372,0.000199277,0.0001710957,0.0004915419,0.00007725121,0.0002236369],"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":[0.00001260006,0.00005294404,0.0006597155,0.00002285589,0.00003774892,0.00001042719,0.00001936608,2.110337e-7,0.01365327,0.000001650299,0.9843478,0.001181406],"study_design_scores_gemma":[0.0001297987,0.00003722281,0.02556175,0.00005279469,0.00003909456,0.000006732799,0.0005464305,0.000005650783,0.0009412189,0.00002100484,0.9724189,0.0002393829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1223449,0.0008442426,8.452897e-9,0.001407607,0.0003774677,0.000242213,0.8746656,0.000007252482,0.0001107285],"genre_scores_gemma":[0.07169213,0.0005279872,0.000002121652,0.0002368674,0.0005888359,0.0000223004,0.9267473,0.000002005957,0.0001804743],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.456634,"threshold_uncertainty_score":0.9415765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05943879571170026,"score_gpt":0.2749976808042941,"score_spread":0.2155588850925939,"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."}}