{"id":"W4234299184","doi":"10.1007/978-1-4614-6170-8_100568","title":"Visual Analysis","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Anatomy and Medical Technology","field":"Engineering","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":[0.0003497122,0.001253012,0.0004966503,0.002411286,0.0007293282,0.003658974,0.001363736,0.0008262848,0.110322],"category_scores_gemma":[0.001053981,0.0004596353,0.0007256984,0.001274078,0.0009277813,0.002147907,0.001434577,0.00120415,0.05750411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009376549,"about_ca_system_score_gemma":0.0008832575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003701481,"about_ca_topic_score_gemma":0.004573296,"domain_scores_codex":[0.9996593,0.00003431881,0.00001321254,0.00009058182,0.00017131,0.00003126295],"domain_scores_gemma":[0.9996637,0.0000757909,0.000009498764,0.00007780511,0.0001504318,0.00002271596],"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":[0.00003958139,0.00002386828,0.0001011103,0.0002549404,0.000016437,0.00007484071,0.0002150802,0.001817993,0.01155849,0.0689005,0.1764762,0.740521],"study_design_scores_gemma":[0.000007738094,0.00001874666,0.000557897,0.0002153314,0.00002074405,0.0004698999,0.00022405,0.01018134,0.01118811,0.07853608,0.8985457,0.00003444456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002140342,0.003460847,0.4958334,0.001111613,0.00071971,0.0001595674,0.001092187,0.008020769,0.4874616],"genre_scores_gemma":[0.03211939,0.005054799,0.1769968,0.0007190247,0.0004151142,0.0001650947,0.003414114,0.003893179,0.7772226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.110322,"threshold_uncertainty_score":0.3690638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004625557612212722,"score_gpt":0.2048981241154859,"score_spread":0.2002725665032732,"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."}}