{"id":"W2027654357","doi":"10.1159/000160674","title":"On Factors Involved in the Mechanism of Gram-Stain","year":2008,"lang":"en","type":"article","venue":"Schweizerische Zeitschrift für allgemeine Pathologie und Bakteriologie","topic":"Biological Stains and Phytochemicals","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Gram staining; Mechanism (biology); Stain; Gram; Biology; Microbiology; Bacteria; Genetics; Staining; Antibiotics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083881,0.0008529092,0.0004548818,0.0009581307,0.0005990655,0.0009490638,0.0005502087,0.001022714,0.005318044],"category_scores_gemma":[0.0007978391,0.000256896,0.0008754944,0.0004984359,0.001111753,0.001406218,0.0005430932,0.001009216,0.001851683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006251361,"about_ca_system_score_gemma":0.0005410931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411561,"about_ca_topic_score_gemma":0.001419905,"domain_scores_codex":[0.9993747,0.0001761297,0.0000456058,0.00008715294,0.0001331964,0.0001832308],"domain_scores_gemma":[0.9985796,0.000749479,0.0001621246,0.0001434295,0.0002413558,0.0001239837],"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":[0.00229555,0.0003703439,0.003199617,0.0007401402,0.0000470126,0.00150965,0.0003742037,0.0002733485,0.9675272,0.002716065,0.0005574295,0.02038935],"study_design_scores_gemma":[0.00005866523,0.001529919,0.0614618,0.0002394159,0.000164132,0.001523836,0.001085327,0.002092912,0.9067414,0.003697275,0.02133741,0.00006792033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986651,0.05778252,0.01490814,0.003471384,0.0005875134,0.0005033086,0.0009524705,0.0001186974,0.0230109],"genre_scores_gemma":[0.9384576,0.036723,0.007013445,0.001019293,0.0003066929,0.0001311293,0.001543467,0.00006080409,0.01474467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005318044,"threshold_uncertainty_score":0.01779062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06829707493165833,"score_gpt":0.3320273181442409,"score_spread":0.2637302432125826,"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."}}