{"id":"W6966565191","doi":"10.4224/crm.2016.cass-6","title":"CASS-6: Nearshore Seawater Certified Reference Material for Trace Metals and other Constituents","year":2016,"lang":"en","type":"other","venue":"","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Seawater; Certified reference materials; Trace element; TRACE (psycholinguistics); Matrix (chemical analysis); National standard","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001673751,0.0004364174,0.0005667814,0.0000406604,0.00003756202,0.00007037485,0.0002479991,0.0006415089,0.1410148],"category_scores_gemma":[0.00007430481,0.00029659,0.00007225529,0.00002091834,0.0002285902,0.00002395052,0.0001109632,0.0001276557,0.0002180039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006777574,"about_ca_system_score_gemma":0.0000773528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007120496,"about_ca_topic_score_gemma":0.00001728835,"domain_scores_codex":[0.998369,0.00002150545,0.0003453387,0.0006414357,0.0002174052,0.0004053281],"domain_scores_gemma":[0.9990903,0.0001196221,0.0001600196,0.0004036528,0.00003911868,0.0001872873],"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":[0.0003809772,0.0001199211,0.0002521474,0.003142511,0.001568585,0.0000392357,0.00004968779,4.831922e-8,0.4120012,0.002455446,0.5732907,0.006699535],"study_design_scores_gemma":[0.000446897,0.00000392327,0.00000112732,0.0001719002,0.0001017018,0.00001126379,0.00001144901,0.000003443047,0.2298796,0.0001918566,0.7687842,0.0003925921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001632238,0.00008862295,0.006326225,0.0001016612,0.000120681,0.0002129018,0.0008328882,0.0002109728,0.9919428],"genre_scores_gemma":[0.000810042,0.00002598326,0.0306979,0.0001080815,0.0003504858,0.00009186356,0.00008018259,0.0003401378,0.9674953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1954935,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07573312577081837,"score_gpt":0.3374187933944643,"score_spread":0.261685667623646,"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."}}