{"id":"W2037250238","doi":"10.1080/10520290802607850","title":"News from the Biological Stain Commission","year":2008,"lang":"en","type":"article","venue":"Biotechnic & Histochemistry","topic":"Biological Stains and Phytochemicals","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Certification; Commission; Library science; Political science; Management; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061957,0.0002042563,0.0003050741,0.000009004925,0.0002184844,0.000006095639,0.0002882709,0.000575173,0.0008183731],"category_scores_gemma":[0.0003047718,0.0001094667,0.0001849447,0.0001584737,0.0004802272,0.00001211952,0.0001362231,0.0005771147,0.00004033144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497746,"about_ca_system_score_gemma":0.00008489822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355922,"about_ca_topic_score_gemma":6.638513e-7,"domain_scores_codex":[0.9988235,0.00003070782,0.0002774886,0.000386651,0.0001961679,0.000285487],"domain_scores_gemma":[0.998893,0.0001586662,0.00008748458,0.0006193099,0.00004643772,0.0001951393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001390534,0.0001294725,0.003433546,0.000008217246,0.00001626798,0.0000467586,0.00002219933,5.804496e-8,0.9174498,0.00004516651,0.07604765,0.002661832],"study_design_scores_gemma":[0.0007317484,0.0001888476,0.01387362,0.00007189006,0.0000284441,0.0001569925,0.00007372391,0.000008980895,0.3732818,0.0005752642,0.6107419,0.0002667567],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728312,0.004163329,0.0006544447,0.006125581,0.00006146764,0.0004039337,0.00006122996,0.0003115464,0.01538724],"genre_scores_gemma":[0.9944785,0.0004549367,0.001378338,0.001610308,0.0003893297,0.00003461373,0.0001594259,0.00001258907,0.001482013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5441679,"threshold_uncertainty_score":0.8960612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0595878721261269,"score_gpt":0.2704771883599673,"score_spread":0.2108893162338404,"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."}}