{"id":"W2012952854","doi":"10.1080/10520290701333475","title":"Certification procedures for nuclear fast red (Kernechtrot), CI 60760","year":2007,"lang":"en","type":"article","venue":"Biotechnic & Histochemistry","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Staining; Confusion; Stain; Reagent; Chemistry; Chromatography; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002710741,0.0002293304,0.0001557393,0.0000439521,0.0002044698,0.00001712145,0.0004296249,0.000659147,0.00003290233],"category_scores_gemma":[0.0001462939,0.0002450753,0.0001739181,0.0001232508,0.0001705139,0.000002617191,0.0001026135,0.0001522287,0.00001037287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007638529,"about_ca_system_score_gemma":0.00007772594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006215936,"about_ca_topic_score_gemma":0.000005450765,"domain_scores_codex":[0.9985521,0.000008940472,0.0003386693,0.0006267905,0.0001107232,0.0003627876],"domain_scores_gemma":[0.9988054,0.000009141269,0.0001799357,0.0007673529,0.0001228904,0.0001152585],"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":[0.00009853348,0.00007609424,0.0000184816,0.0000452969,0.00002026826,8.220143e-7,0.00000577422,7.317208e-7,0.9664403,0.0004181465,0.02853834,0.004337176],"study_design_scores_gemma":[0.0001880851,0.00008887167,0.0000852194,0.00001834803,0.0000180125,0.00002889561,0.00001769669,0.00001324765,0.6768337,0.0001704147,0.3223194,0.0002180252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3974719,0.003635576,0.5703598,0.00357875,0.0002414554,0.003900585,0.0003084094,0.001090186,0.01941334],"genre_scores_gemma":[0.9787157,0.0001589673,0.01779381,0.0004028198,0.000271624,0.0002421477,0.0008104687,0.00006854322,0.00153597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5812437,"threshold_uncertainty_score":0.999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009891194749799942,"score_gpt":0.2664552211215412,"score_spread":0.2565640263717413,"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."}}