{"id":"W2043898702","doi":"10.3390/toxics2020226","title":"Overview of the Current State-of-the-Art for Bioaccumulation Models in Marine Mammals","year":2014,"lang":"en","type":"article","venue":"Toxics","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Vlaamse regering; Universiteit Antwerpen; Fonds Wetenschappelijk Onderzoek","keywords":"Bioaccumulation; Popularity; Process (computing); Computer science; Current (fluid); Biochemical engineering; Environmental science; Risk analysis (engineering); Data science; Environmental resource management; Ecology; Biology; Business; Engineering; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003754809,0.0000767563,0.0001208692,0.00001429515,0.00002541157,0.00000335213,0.0002930622,0.00002096214,0.0001210119],"category_scores_gemma":[0.000107887,0.00004735433,0.00006037499,0.0002161301,0.00008743827,0.0001016623,0.0002340278,0.00006806296,0.00001653192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009339008,"about_ca_system_score_gemma":0.00001633038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876269,"about_ca_topic_score_gemma":0.0002725778,"domain_scores_codex":[0.9991966,0.00005907729,0.0002514445,0.000113359,0.0002222222,0.0001573303],"domain_scores_gemma":[0.9994048,0.00005980497,0.0001530508,0.0003521861,0.000001762882,0.00002841645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001560617,0.00008781686,0.01386366,0.00003075344,0.000004193252,2.976306e-8,0.000218072,0.007249841,0.01435405,0.000236797,0.0002593676,0.9636798],"study_design_scores_gemma":[0.000561601,0.000055899,0.8115418,0.00007164048,0.00001633184,0.000001087835,0.000003466542,0.06398864,0.06493159,0.05253792,0.006145126,0.0001448797],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939181,0.0000604414,0.003578937,0.0004284153,0.0002578269,0.0005388514,0.0001405899,0.000009258882,0.001067532],"genre_scores_gemma":[0.9991484,0.00002697547,0.0004935999,0.0000614194,0.000009941778,0.000002887661,4.378836e-7,0.000009611599,0.0002467724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.963535,"threshold_uncertainty_score":0.1931054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365095017793221,"score_gpt":0.29292253593576,"score_spread":0.2492715857578277,"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."}}