{"id":"W6925755657","doi":"10.18739/a2xd0qx8b","title":"Surface sediment samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier, Northern Bering Sea to Chukchi Sea, 2016","year":2019,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Sediment; Arctic ice pack; Arctic; Plankton; Total organic carbon; Estuary; Chlorophyll a; Seabed","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"],"consensus_categories":[],"category_scores_codex":[0.0002335849,0.00067474,0.0005947433,0.0000740382,0.0006143025,0.000162507,0.0009743486,0.000557226,0.0004811348],"category_scores_gemma":[0.0001380628,0.000501036,0.0002092118,0.0002076946,0.0001220622,0.000004794637,0.0006022256,0.000435317,0.0005323245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948693,"about_ca_system_score_gemma":0.00124793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4019738,"about_ca_topic_score_gemma":0.9274926,"domain_scores_codex":[0.9971765,0.0001504122,0.0004193553,0.0009778786,0.0004079505,0.0008678848],"domain_scores_gemma":[0.9977435,0.0001053039,0.0001766184,0.001375935,0.0001839468,0.0004146369],"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":[0.0001051907,0.00003592725,0.008774163,0.0000354815,0.0005797621,0.00002029706,0.0001066886,0.0001589533,0.001743174,5.106444e-7,0.9883088,0.0001310018],"study_design_scores_gemma":[0.0004405966,0.0001794413,0.008249651,0.000141404,0.0001847918,0.000007476759,0.0001639439,0.000009591676,0.001036052,0.000002691625,0.9888815,0.0007028566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09112572,0.005332195,0.000005272589,0.0008322182,0.001008022,0.0008321087,0.9005732,0.00001736663,0.0002738914],"genre_scores_gemma":[0.02488529,0.001793486,0.0000931638,0.00239497,0.00135747,0.00005507687,0.9679924,0.00009475993,0.001333342],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5255187,"threshold_uncertainty_score":0.9997441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654814240681079,"score_gpt":0.2389687015489795,"score_spread":0.2224205591421687,"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."}}