{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001236317,0.0005960778,0.001158482,0.0002508766,0.0001855283,0.00002041074,0.0008211814,0.0006514459,0.0002077249],"category_scores_gemma":[0.002774402,0.0003168999,0.000423215,0.0007689811,0.0007640237,0.00008839102,0.0003196252,0.001117199,0.00004340684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002498403,"about_ca_system_score_gemma":0.000150851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005475894,"about_ca_topic_score_gemma":0.000008928483,"domain_scores_codex":[0.9961973,0.000565451,0.0009787626,0.0008348693,0.0005014389,0.0009221653],"domain_scores_gemma":[0.9972356,0.001021135,0.0003221403,0.001090036,0.0001577142,0.0001733975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003304289,0.003932081,0.3112019,0.0004163129,0.0003737842,0.00342315,0.001559626,0.00005973765,0.5350133,0.1325653,0.004424486,0.003726071],"study_design_scores_gemma":[0.006773868,0.01178812,0.8144217,0.0003578855,0.0002634225,0.0002084928,0.002162132,0.0001054119,0.1287684,0.01602806,0.01759551,0.001527014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890064,0.0008782851,0.0005372325,0.001446179,0.0001966436,0.001151873,0.00006717266,0.0001907488,0.006525437],"genre_scores_gemma":[0.9940906,0.000834281,0.002381033,0.00214273,0.0001122742,0.0001289683,0.0001761548,0.00003605963,0.00009793443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5032198,"threshold_uncertainty_score":0.9999283,"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."}}