{"id":"W7162690913","doi":"10.71708/bscs-3y08","title":"Trace element concentrations in the water column of the Canadian Arctic Ocean measured from the CCGS Amundsen in 2009, 2019, 2021, 2022 and 2024","year":2009,"lang":"en","type":"dataset","venue":"Amundsen Science repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Trace metal; Water column; Sea ice; Arctic; Trace element; Geotraces; Seawater; Cadmium; Downwelling","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704583,0.0006337267,0.0003117185,0.001905322,0.002936261,0.00114986,0.0006653437,0.0004039326,0.001198986],"category_scores_gemma":[0.0005232472,0.0002703938,0.0005019667,0.004335973,0.0003730463,0.0003396241,0.0006001524,0.0004364694,0.0003305704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02017737,"about_ca_system_score_gemma":0.02016263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944546,"about_ca_topic_score_gemma":0.9975496,"domain_scores_codex":[0.9996178,0.000008867965,0.00002576074,0.00006625796,0.0002013395,0.00007992068],"domain_scores_gemma":[0.9992979,0.00001402211,0.00004797756,0.00001259083,0.0005467624,0.00008072025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006604203,0.00006565122,0.9218028,0.0005030925,0.0004809248,0.0004075811,0.001490031,0.002870035,0.012694,0.0006920455,0.02308945,0.03524397],"study_design_scores_gemma":[0.00001766101,0.00001837237,0.9789695,0.00007151003,0.000073921,0.00006369813,0.0009880424,0.00083981,0.001320073,0.00003603237,0.017563,0.00003850282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9184528,0.002434716,0.0002876227,0.0004639563,0.0001373088,0.00004796643,0.06511372,0.0001251801,0.01293677],"genre_scores_gemma":[0.9446185,0.002039939,0.001619467,0.0002463328,0.00002758642,0.00005130063,0.04336328,0.00003521402,0.00799836],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02017737,"threshold_uncertainty_score":0.1463977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190566950403762,"score_gpt":0.2428304795285623,"score_spread":0.2309248100245247,"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."}}