{"id":"W6888347685","doi":"10.18739/a2hh6c68c","title":"Surface sediment samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier 2019, Northern Bering Sea to Chukchi Sea","year":2021,"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; Drift ice; Arctic; Antarctic sea ice; Sediment; Cryosphere; Coast guard; Arctic sea ice decline","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001151834,0.00202166,0.001927879,0.0005319338,0.001743909,0.001308266,0.003377526,0.001139036,0.005870175],"category_scores_gemma":[0.0008765766,0.00183065,0.0005082113,0.002561476,0.0003278392,0.0002558669,0.001241428,0.002419279,0.01453703],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004103037,"about_ca_system_score_gemma":0.007865232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.944532,"about_ca_topic_score_gemma":0.998044,"domain_scores_codex":[0.9897338,0.001245427,0.001383575,0.002597658,0.002266611,0.002772944],"domain_scores_gemma":[0.9906541,0.001242591,0.0006134873,0.004643176,0.0006779621,0.002168726],"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":[0.0002079578,0.0001319521,0.01600836,0.00007050126,0.001199226,0.000620118,0.0007237617,0.001147377,0.0003246455,0.000001130384,0.9794998,0.00006516054],"study_design_scores_gemma":[0.001039794,0.00009452012,0.02422803,0.0006335042,0.0007988567,0.0000469226,0.0005417243,0.0001295618,0.0002797407,0.000009571807,0.9701183,0.002079424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07804029,0.002924387,0.000002439621,0.001167251,0.001703224,0.002340403,0.9131867,0.0003524002,0.0002829504],"genre_scores_gemma":[0.003850364,0.0002312081,0.0004211614,0.003117933,0.001513346,0.000189556,0.9893559,0.0006792258,0.0006413236],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07616922,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475691780024141,"score_gpt":0.2504715952444261,"score_spread":0.2257146774441847,"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."}}