{"id":"W2142377443","doi":"10.1007/s11356-010-0396-x","title":"The OECD validation program of the H295R steroidogenesis assay: Phase 3. Final inter-laboratory validation study","year":2010,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Western Economic Diversification Canada; U.S. Environmental Protection Agency","keywords":"Ecotoxicology; Model validation; Chemistry; Computer science; Environmental chemistry; Data science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02409636,0.002643711,0.001437351,0.003195257,0.00406246,0.001921976,0.0039916,0.002640227,0.0032008],"category_scores_gemma":[0.01002143,0.001115049,0.002848138,0.001876412,0.002057928,0.0008213996,0.002254473,0.001883084,0.004007649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003204327,"about_ca_system_score_gemma":0.01124848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02264981,"about_ca_topic_score_gemma":0.02611671,"domain_scores_codex":[0.9797344,0.008058916,0.001177938,0.001473618,0.008709293,0.0008459041],"domain_scores_gemma":[0.9883903,0.00141506,0.001045001,0.001848666,0.006724217,0.0005768058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00660739,0.007168374,0.04343655,0.001386827,0.001365389,0.0006731661,0.0015948,0.01148288,0.7728872,0.003453915,0.02062366,0.12932],"study_design_scores_gemma":[0.001499455,0.02080271,0.07249556,0.0004348641,0.001622923,0.001486647,0.0005493881,0.006619817,0.7707667,0.0008438274,0.1225466,0.0003315176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5257619,0.005718248,0.3498574,0.001615221,0.001080463,0.04390899,0.02622493,0.004007261,0.0418256],"genre_scores_gemma":[0.5666759,0.004132249,0.2616851,0.003451265,0.0003073932,0.03907561,0.08575189,0.0009428533,0.03797771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02409636,"threshold_uncertainty_score":0.1274352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167501120326308,"score_gpt":0.4234245305508894,"score_spread":0.3917495193476263,"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."}}