{"id":"W4255103027","doi":"10.1007/978-1-4939-7131-2_100597","title":"Link Analysis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":[0.001499241,0.001879745,0.000972059,0.01057522,0.002146738,0.005083391,0.002971091,0.001231789,0.1339588],"category_scores_gemma":[0.007572144,0.0007734881,0.002270753,0.007453729,0.000610501,0.005711131,0.00339575,0.001872456,0.09225945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010741,"about_ca_system_score_gemma":0.001833062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003918604,"about_ca_topic_score_gemma":0.00584774,"domain_scores_codex":[0.9982352,0.0001840065,0.00009106647,0.0005407746,0.0007947448,0.0001541528],"domain_scores_gemma":[0.9977849,0.0005510814,0.0001008013,0.0008212811,0.0006225762,0.0001194622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001494086,0.0001574953,0.001559901,0.0005626381,0.0001511808,0.0001588475,0.0001420383,0.004695565,0.004023306,0.06010595,0.3355767,0.5927169],"study_design_scores_gemma":[0.00004686707,0.00005676224,0.001735639,0.0003130799,0.0001866265,0.0005575173,0.0002843905,0.07705388,0.01734245,0.1674174,0.7349049,0.0001004251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005224872,0.001878677,0.7263044,0.001115083,0.001012059,0.0008319598,0.03965819,0.08627842,0.1376964],"genre_scores_gemma":[0.05941541,0.002596876,0.5808598,0.000950112,0.0006197378,0.001000925,0.1329063,0.01601884,0.205632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1339588,"threshold_uncertainty_score":0.4481368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008347858923024136,"score_gpt":0.2146464193751385,"score_spread":0.2062985604521143,"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."}}