{"id":"W2695440190","doi":"10.1139/er-2017-0029","title":"The use of honeybees and honey as environmental bioindicators for metals and radionuclides: a review","year":2017,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioindicator; Environmental science; Sampling (signal processing); Radionuclide; Pollutant; Heavy metals; Ecology; Environmental chemistry; Biology; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008457814,0.0005168074,0.002453633,0.00001382711,0.0004299356,0.0001102552,0.0004839749,0.000186225,0.0001186664],"category_scores_gemma":[0.0005544164,0.0001632548,0.0009112914,0.0000880298,0.0007010553,0.0001653441,0.0003775503,0.0002048883,0.00005010839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005046964,"about_ca_system_score_gemma":0.000007363898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113774,"about_ca_topic_score_gemma":0.000005872737,"domain_scores_codex":[0.9972205,0.0003685952,0.001081955,0.0007737603,0.0002536702,0.000301576],"domain_scores_gemma":[0.9972296,0.0007679911,0.001421857,0.000387116,9.898798e-7,0.0001924371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001797211,0.0000459636,0.00002930645,0.002519016,0.0001540877,9.479434e-7,0.000004007289,6.356514e-10,0.0005046278,0.000002663248,0.001230654,0.9955069],"study_design_scores_gemma":[0.00004268346,0.00006428819,0.000074392,0.007671106,0.002029383,0.00004345494,0.000006818745,3.112712e-7,0.00005551726,0.00001362365,0.9896852,0.0003132473],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003859925,0.996859,3.235165e-7,0.0003280109,0.00004042397,0.002120804,0.0002504225,0.000006612223,0.000008378526],"genre_scores_gemma":[0.00002305701,0.9978594,0.0002909156,0.0001906613,0.0001029745,0.000327009,0.0004739467,0.000006603539,0.0007254924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951937,"threshold_uncertainty_score":0.6657339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772883359158282,"score_gpt":0.3211891418915319,"score_spread":0.1439008059757037,"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."}}