{"id":"W4254193167","doi":"10.46427/gold2020.1834","title":"Geochemical Provenance of Postglacial Sediments from the Canadian Beaufort and Chukchi-Alaskan Margins (Western Arctic Ocean)","year":2020,"lang":"en","type":"article","venue":"Goldschmidt Abstracts","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Oceanography; Provenance; Arctic; Beaufort sea; Beaufort scale; Geology; The arctic; Geochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001048989,0.0001195899,0.0001593969,0.00001029705,0.0001798755,0.00004981759,0.0001578608,0.00007843803,0.0002795359],"category_scores_gemma":[0.0001082441,0.00007887766,0.00003313249,0.00008806583,0.0001154558,0.0001271919,0.00002116281,0.0001658515,0.0001046888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006395064,"about_ca_system_score_gemma":0.00005739815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1762954,"about_ca_topic_score_gemma":0.2915491,"domain_scores_codex":[0.9990662,0.00002334248,0.0002114564,0.0002259725,0.0001962316,0.0002767845],"domain_scores_gemma":[0.9994291,0.00009671654,0.00009136321,0.00009147701,0.00003325024,0.0002581019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003696295,0.00000740359,0.9967797,0.00001116069,0.00002094652,0.0000111087,0.0006671922,0.0001994987,0.00005926857,0.000008089149,0.0006774395,0.001521245],"study_design_scores_gemma":[0.0001825257,0.00009380553,0.9917873,0.00001311531,0.00001542486,0.000001590357,0.0001592577,0.0003536558,0.0002077214,0.0003908612,0.00669568,0.00009911823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989204,0.0002597563,8.205172e-7,0.008404781,0.0001223196,0.0001812098,0.000173456,0.00001220214,0.001641451],"genre_scores_gemma":[0.9975884,0.00004213936,0.0000641092,0.001877736,0.0002130133,6.433477e-7,0.0001896873,0.000002337495,0.00002192802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152537,"threshold_uncertainty_score":0.8291898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204875785357657,"score_gpt":0.1906768022537914,"score_spread":0.1701892237180257,"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."}}