{"id":"W6888454278","doi":"10.18739/a2k06x307","title":"Surface sediment samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier 2023, Northern Bering Sea to Chukchi Sea.","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Arctic ice pack; Arctic; Drift ice; Cryosphere; Antarctic sea ice; Sediment; Coast guard; Plankton","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":[0.0006135651,0.001586072,0.000638187,0.003714341,0.001466506,0.001123746,0.001379079,0.0005486575,0.01017863],"category_scores_gemma":[0.001229874,0.0003576132,0.000442364,0.009498334,0.0003061424,0.0002582725,0.0007723362,0.0005287832,0.007052794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006134036,"about_ca_system_score_gemma":0.01399393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9340454,"about_ca_topic_score_gemma":0.9730383,"domain_scores_codex":[0.9994555,0.00001963004,0.00005352495,0.0001277535,0.0002040671,0.0001395553],"domain_scores_gemma":[0.9980002,0.00004768969,0.0001796213,0.000127999,0.001478389,0.0001661695],"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":[0.0002103896,0.0000552914,0.06614435,0.000652036,0.0001290932,0.0002179671,0.0002077938,0.0004760572,0.0006152087,0.0003503233,0.9192401,0.01170152],"study_design_scores_gemma":[0.00008780634,0.00002434418,0.5424337,0.0002602311,0.00007330683,0.00007716406,0.0007027818,0.0004144039,0.0007385554,0.0001162712,0.4550317,0.00003985821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00458231,0.00009767929,0.00005432675,0.00003797798,0.00001709968,0.00003294929,0.9934592,0.00005074721,0.001667712],"genre_scores_gemma":[0.008023852,0.0001119102,0.0003739236,0.00005088484,0.000005970904,0.0001091709,0.9870789,0.00001928301,0.004226068],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9340454,"threshold_uncertainty_score":0.132686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535552137485429,"score_gpt":0.2567880842618944,"score_spread":0.2314325628870401,"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."}}