{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888414,0.001414436,0.0008927253,0.002990396,0.001026741,0.001475572,0.002190525,0.001008941,0.03793286],"category_scores_gemma":[0.0030559,0.0005614956,0.0007536738,0.0067151,0.0002982574,0.0007179183,0.00115331,0.001242688,0.0416294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002942673,"about_ca_system_score_gemma":0.005001468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3543313,"about_ca_topic_score_gemma":0.5654098,"domain_scores_codex":[0.9993194,0.00004636323,0.00005131526,0.0002023046,0.0002248571,0.0001555994],"domain_scores_gemma":[0.9982319,0.0002200385,0.0001758005,0.0003337176,0.0008569021,0.0001816571],"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":[0.00004598997,0.0000150775,0.004102053,0.0002868116,0.00003026255,0.00002466984,0.00003528511,0.000339471,0.0001177307,0.0003878332,0.9924083,0.002206444],"study_design_scores_gemma":[0.00007805941,0.000008940328,0.0241865,0.000250928,0.00002615421,0.00004019499,0.0001496617,0.0004143366,0.0004583466,0.0003965554,0.9739596,0.00003075207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001560318,0.00001194133,0.00002328031,0.0000144421,0.000006407199,0.000003327268,0.9993075,0.00004927752,0.0004277895],"genre_scores_gemma":[0.0004091079,0.00001467783,0.0001412218,0.000009149378,0.000001681608,0.00001870452,0.9988612,0.00002153345,0.0005227756],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6456687,"threshold_uncertainty_score":0.7045376,"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."}}