{"id":"W6925783910","doi":"10.18739/a2mg7fw9m","title":"Discrete water samples collected from the Conductivity-Temperature-Depth rosette at specific depths, Northern Bering Sea to Chukchi Sea, 2018","year":2021,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Cryosphere; Arctic; Spring (device); Antarctic sea ice; Plankton; Drift ice; Arctic sea ice decline","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":[0.0005306193,0.0008955043,0.0005407853,0.001288179,0.0007687012,0.0007325641,0.001047027,0.0005296857,0.01085484],"category_scores_gemma":[0.001141079,0.0003511183,0.0003343168,0.003537891,0.0002816324,0.0002697354,0.0007625529,0.0004869753,0.00840813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511704,"about_ca_system_score_gemma":0.002742654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2383336,"about_ca_topic_score_gemma":0.3806678,"domain_scores_codex":[0.999632,0.00003365276,0.00004535613,0.0001346819,0.00006990397,0.00008429553],"domain_scores_gemma":[0.9991918,0.00008378556,0.0001150563,0.0001318163,0.0003855467,0.00009189056],"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":[0.0005710865,0.000178822,0.1137225,0.001226386,0.0001573993,0.0002617896,0.0005177899,0.001449073,0.001755545,0.0006767574,0.8550453,0.02443753],"study_design_scores_gemma":[0.0002384635,0.00006512579,0.5662023,0.0003902178,0.00007279781,0.00009308763,0.001241933,0.001460752,0.001374185,0.0002776564,0.4285277,0.00005573581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00796326,0.00002935655,0.000088451,0.00003172021,0.00001175532,0.00004812534,0.9909039,0.00005557321,0.0008677967],"genre_scores_gemma":[0.007197777,0.00003226852,0.0004211469,0.00002887204,0.000003844908,0.0002488404,0.9901108,0.0000148947,0.001941652],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2383336,"threshold_uncertainty_score":0.4738926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06775618336672042,"score_gpt":0.3137431345163721,"score_spread":0.2459869511496517,"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."}}