{"id":"W3003169918","doi":"10.1016/j.marpolbul.2019.110860","title":"Practical advice on monitoring of U and Pu with marine bivalve mollusks near the Fukushima Daiichi Nuclear Power Plant","year":2020,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Université Laval; Laurentian University","funders":"","keywords":"Environmental science; Nuclear power plant; Contamination; Nuclear power; Radioactive contamination; Oceanography; Geology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014557,0.0001355271,0.0001312587,0.00001699746,0.0001793395,0.00004737205,0.0001098346,0.00004375746,0.004688729],"category_scores_gemma":[0.00005776548,0.00009265855,0.00003470073,0.0001435882,0.0002723722,0.00006267696,0.000171446,0.0002217024,0.0002306544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004657028,"about_ca_system_score_gemma":0.00001020668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003742616,"about_ca_topic_score_gemma":0.00002199987,"domain_scores_codex":[0.9990187,0.00008195701,0.0001596582,0.0002597717,0.0003146082,0.0001652678],"domain_scores_gemma":[0.99959,0.0000724574,0.00006228241,0.0001491323,0.00001151917,0.0001145709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01018651,0.001656503,0.7982699,0.000150812,0.0005552861,0.0003516701,0.01017129,0.00220401,0.009460932,0.04159848,0.03690748,0.08848713],"study_design_scores_gemma":[0.000904537,0.0004570081,0.763255,0.00001160708,0.00003282407,0.0000374135,0.0002798779,0.00131932,0.0005381497,0.00001733481,0.232987,0.0001599903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565586,0.000006315397,0.0003091192,0.08377174,0.00006386636,0.0003230812,0.00001755661,0.00007180952,0.05887794],"genre_scores_gemma":[0.9961683,0.00001912748,0.002168239,0.001281626,0.00003692176,0.000006308069,0.000003784978,0.00001773245,0.0002979473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1960795,"threshold_uncertainty_score":0.9962211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130894682591763,"score_gpt":0.2232361675015582,"score_spread":0.2101466992423819,"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."}}