{"id":"W4411899455","doi":"10.1002/047084289x.rn02033.pub2","title":"Eosin Y","year":2025,"lang":"en","type":"other","venue":"Encyclopedia of Reagents for Organic Synthesis","topic":"Synthesis and Catalytic Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Eosin; Biology; Staining; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001344086,0.0004316767,0.0008003871,0.0002723075,0.00005983182,0.00001671271,0.000605705,0.0006024966,0.09511078],"category_scores_gemma":[0.001419957,0.0004148126,0.0004263251,0.000181068,0.00008097121,0.00002901555,0.00009026085,0.0001448242,0.0003215124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008727823,"about_ca_system_score_gemma":0.0002856735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002561711,"about_ca_topic_score_gemma":0.00005650725,"domain_scores_codex":[0.998236,0.00001639197,0.0005286786,0.0005706836,0.000303563,0.0003446602],"domain_scores_gemma":[0.9975018,0.0008087684,0.0005139639,0.001016704,0.00005723956,0.0001015108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001660919,0.0001982167,0.0001095145,0.000912865,0.0006792984,0.000002542808,0.00002683947,5.321152e-8,0.003520986,0.0002153797,0.9143317,0.079986],"study_design_scores_gemma":[0.0001803119,0.000006130247,0.00002365028,0.0007930747,0.0007108971,0.000002321716,0.00009292709,0.000001745267,0.06446026,0.0001075176,0.9332752,0.0003460099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009937628,0.001074222,0.0002981013,0.00008747717,0.0005546607,0.0002549376,0.001127687,0.0002378397,0.9962657],"genre_scores_gemma":[0.0007696141,0.003269785,0.001051525,0.00001818565,0.0005986709,0.0002246826,0.00009399407,0.0005602623,0.9934133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09478927,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008255867089087508,"score_gpt":0.2364987731404425,"score_spread":0.2282429060513549,"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."}}