{"id":"W4399430425","doi":"10.1007/978-3-031-62687-6_3","title":"A Logic of Isolation","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Isolation (microbiology)","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":[0.001706039,0.0009588493,0.0008414095,0.001614265,0.003872487,0.006648021,0.001570453,0.001866094,0.02267993],"category_scores_gemma":[0.003653575,0.0008449277,0.001262459,0.001301188,0.01184821,0.01573609,0.005618819,0.006390882,0.004957785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193425,"about_ca_system_score_gemma":0.001199378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428422,"about_ca_topic_score_gemma":0.001184935,"domain_scores_codex":[0.9982128,0.0006217841,0.00008903435,0.0005252223,0.0003069581,0.0002441267],"domain_scores_gemma":[0.9985988,0.0006689454,0.00008267028,0.0003502625,0.0001873331,0.0001120143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007272794,0.00000249333,0.00001913774,0.00001062226,0.000001751263,0.00001056008,0.0001438973,0.00005672807,0.00005490236,0.9955719,0.001693408,0.002427315],"study_design_scores_gemma":[0.000006260316,0.000005128384,0.00002662039,0.00001533505,0.000004691864,0.00003834638,0.00009809896,0.0003231284,0.0001427817,0.9690313,0.03030455,0.000003830739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007345953,0.00413213,0.2030028,0.008598578,0.0007905536,0.00005682961,0.0003232828,0.0005543642,0.7751955],"genre_scores_gemma":[0.6794052,0.00386957,0.07990561,0.005963885,0.001754861,0.0003794831,0.00102951,0.0009922569,0.2266996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02267993,"threshold_uncertainty_score":0.07587188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892786101398725,"score_gpt":0.2493618175634031,"score_spread":0.2304339565494158,"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."}}