{"id":"W6925761806","doi":"10.18739/a2gb1xj2n","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":"Philosophical and Cultural Analysis","field":"Arts and Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007625409,0.001576911,0.0007571991,0.004195465,0.00185148,0.001403994,0.001856246,0.0006820711,0.01189722],"category_scores_gemma":[0.001937097,0.0004039378,0.0004792385,0.01160692,0.0003951894,0.0003094093,0.0009010041,0.0006403106,0.00870907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00708272,"about_ca_system_score_gemma":0.01671324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9421611,"about_ca_topic_score_gemma":0.9725661,"domain_scores_codex":[0.9994015,0.00002209426,0.00005922132,0.0001358438,0.0002187745,0.0001626701],"domain_scores_gemma":[0.9975166,0.00009809917,0.000196907,0.0001610857,0.00183878,0.0001885735],"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":[0.00014065,0.00004559073,0.03718492,0.0006511674,0.0000854202,0.0001725568,0.0002016759,0.0003331538,0.0003130178,0.0003800222,0.9516944,0.008797402],"study_design_scores_gemma":[0.0001245192,0.00002463986,0.4360936,0.0004429593,0.00008530691,0.00008485367,0.001012901,0.0004722748,0.0006467222,0.0002004721,0.5607577,0.00005409256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002382577,0.00006109783,0.00003784407,0.00003497476,0.00001236476,0.00002511346,0.9963887,0.0000370047,0.001020321],"genre_scores_gemma":[0.004341359,0.00009319909,0.0002596115,0.0000386776,0.000004974011,0.0001053876,0.9925404,0.00001503321,0.002601427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05783886,"threshold_uncertainty_score":0.1163589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779550965598938,"score_gpt":0.2262716587567481,"score_spread":0.1884761491007587,"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."}}