{"id":"W1596857228","doi":"10.5772/38674","title":"Scalable, Integrative Analysis and Visualization of Protein Interactions","year":2012,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Visualization; Scalability; Computer science; Computational biology; Data mining; Biology; Database","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":[0.0001463906,0.0002403028,0.000342851,0.0001977996,0.00004559524,0.00002877918,0.0001518003,0.0003097189,0.0001365713],"category_scores_gemma":[0.00001445749,0.0002089476,0.0001773761,0.00002738129,0.0001527637,0.000004614174,0.0002092364,0.0001911042,0.00001025086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001891962,"about_ca_system_score_gemma":0.0000457363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003057454,"about_ca_topic_score_gemma":0.0002110608,"domain_scores_codex":[0.9991349,0.0000154954,0.0004009401,0.0002187867,0.00009401771,0.0001358387],"domain_scores_gemma":[0.9990589,0.00000960404,0.0003691441,0.0003221763,0.0001710915,0.00006906695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005136069,0.0001098487,0.0003215625,0.0003786245,0.01135769,0.000003312301,0.001828659,0.00002392651,0.1910333,0.2316035,0.004256425,0.5585696],"study_design_scores_gemma":[0.0005812667,0.000481136,0.00006874796,0.0006454245,0.001917453,0.00002285836,0.0001472952,0.0004079135,0.1419054,0.0140752,0.8386556,0.001091703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001789916,0.001047569,0.0618357,0.00001716631,0.0001196168,0.0007536159,0.0001105793,0.00001455633,0.9343113],"genre_scores_gemma":[0.5273553,0.0001574734,0.001103471,0.00008529508,0.0001710464,0.00003963453,0.0004445575,0.00004816812,0.4705951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8343992,"threshold_uncertainty_score":0.8520634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043668787497706,"score_gpt":0.2570969366009914,"score_spread":0.2466602487260143,"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."}}