{"id":"W6963223021","doi":"10.18739/a2j38kk39","title":"Surface sediment samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier 2022, Northern Bering Sea to Chukchi Sea.","year":2023,"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; Antarctic sea ice; Sediment; Coast guard; Cryosphere; 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":[0.0005979295,0.001564176,0.0006337062,0.003579394,0.001453153,0.001140027,0.001317908,0.0005447982,0.009859957],"category_scores_gemma":[0.001160862,0.0003481431,0.0004306435,0.009577652,0.0002983627,0.0002548562,0.0007449499,0.0005222256,0.006871372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006050128,"about_ca_system_score_gemma":0.01364251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9352491,"about_ca_topic_score_gemma":0.974257,"domain_scores_codex":[0.9994692,0.00001820297,0.00005112349,0.0001253462,0.0002004668,0.0001356353],"domain_scores_gemma":[0.9980963,0.00004505994,0.00016503,0.0001205833,0.00141078,0.0001622352],"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":[0.00021522,0.00005649858,0.06615715,0.0006611945,0.0001295141,0.0002275113,0.0002139779,0.0004760385,0.0006474589,0.0003585642,0.9190974,0.0117595],"study_design_scores_gemma":[0.00008576962,0.00002364789,0.5556065,0.0002580947,0.00006947206,0.00008111944,0.0007091627,0.0004138277,0.0007508287,0.0001135168,0.4418482,0.0000398768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004673671,0.00009913708,0.00005328469,0.00003776955,0.00001686358,0.00003290024,0.9933148,0.00005075803,0.001720821],"genre_scores_gemma":[0.008203547,0.000111679,0.0003521739,0.00005252242,0.000005687274,0.0001022717,0.9871229,0.00001890863,0.004030288],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06475091,"threshold_uncertainty_score":0.1302644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059734194485786,"score_gpt":0.2594856827635366,"score_spread":0.2288883408186788,"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."}}