{"id":"W4404208568","doi":"10.1787/8bc8ad6f-en","title":"Case study on the Use of Integrated Approaches for Testing and Assessment (IATA) for Bioaccumulation - Ninth Review Cycle (2023)","year":2024,"lang":"en","type":"book","venue":"OECD series on testing and assessment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ninth; Bioaccumulation; Environmental science; Chemistry; Environmental chemistry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04049481,0.0006411845,0.0006500915,0.003762717,0.002429749,0.005819234,0.003111946,0.003250445,0.005737189],"category_scores_gemma":[0.03041009,0.0004757441,0.001168152,0.004768234,0.001781797,0.00326344,0.003379367,0.002006428,0.002258477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007615467,"about_ca_system_score_gemma":0.01222144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368009,"about_ca_topic_score_gemma":0.0364151,"domain_scores_codex":[0.9645255,0.0179246,0.001693318,0.001190373,0.01383686,0.0008293935],"domain_scores_gemma":[0.9665253,0.02020924,0.001305314,0.002351148,0.009001078,0.0006079802],"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":[0.0002038995,0.0004675741,0.003008286,0.005596212,0.0001183718,0.004812277,0.006072942,0.009688755,0.005685448,0.2724821,0.2907245,0.4011395],"study_design_scores_gemma":[0.00004583463,0.0001993329,0.001869558,0.002496421,0.00005595514,0.001247661,0.001652238,0.00267431,0.004172204,0.02231791,0.9631869,0.000081643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03082106,0.03123844,0.1103294,0.02758955,0.001716293,0.007303205,0.005249406,0.001222525,0.7845301],"genre_scores_gemma":[0.2294488,0.02858492,0.5088896,0.01777065,0.0003079316,0.00864402,0.007027111,0.0006652884,0.1986617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04049481,"threshold_uncertainty_score":0.2141596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171830016918075,"score_gpt":0.3569729155655769,"score_spread":0.1397899138737694,"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."}}