{"id":"W4294919582","doi":"10.1007/s11356-022-22864-6","title":"Probabilistic health risk assessment of potentially toxic elements in the traditional and industrial olive products","year":2022,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ecotoxicology; Risk assessment; Environmental health; Environmental science; Health risk assessment; Risk analysis (engineering); Health risk; Toxicology; Biology; Medicine; Computer 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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01500794,0.0001190312,0.0001428433,0.0001628706,0.001482608,0.00004601264,0.000493068,0.00002856549,0.001156264],"category_scores_gemma":[0.0001903857,0.0000964908,0.000019118,0.0008662945,0.003170431,0.0002902283,0.0007228024,0.0006378692,0.00001089262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531318,"about_ca_system_score_gemma":0.0001854932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891606,"about_ca_topic_score_gemma":0.00003308848,"domain_scores_codex":[0.9938495,0.001341293,0.0003778894,0.0005899716,0.003276862,0.0005644926],"domain_scores_gemma":[0.9993091,0.0001020699,0.0001421,0.0002916674,0.000003549379,0.0001515776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873961,0.005992342,0.5621554,0.0000680274,0.00003566768,0.00003445608,0.01108679,0.01394853,0.224075,0.004552423,0.004507063,0.1733569],"study_design_scores_gemma":[0.0006103181,0.0009672205,0.9868844,0.000007440753,0.000004863164,0.00002611944,0.002328036,0.001188864,0.0004122924,0.0009955053,0.006447165,0.0001278146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946174,0.00009878378,0.00001265789,0.003095689,0.00007659603,0.001143945,0.0001250588,0.000003750852,0.0008261405],"genre_scores_gemma":[0.9987366,0.0002674753,0.0004809987,0.0002334847,0.00003155206,0.0001637396,0.00001154118,0.000006384291,0.00006817845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4247289,"threshold_uncertainty_score":0.9998173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09872893893896943,"score_gpt":0.3515944816537581,"score_spread":0.2528655427147886,"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."}}