{"id":"W4230468999","doi":"10.1007/978-1-4939-7131-2_101442","title":"Visualization Framework","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Visualization; Computer science; Data mining","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":[0.0009733949,0.001375356,0.0006657087,0.002476446,0.0009353992,0.005478404,0.002356215,0.001036124,0.0884334],"category_scores_gemma":[0.002620045,0.0005452411,0.001330904,0.002010263,0.0006483584,0.003607542,0.002743958,0.001916182,0.03558275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922418,"about_ca_system_score_gemma":0.001632822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930459,"about_ca_topic_score_gemma":0.004103067,"domain_scores_codex":[0.9993705,0.00009850933,0.00004037952,0.0001762773,0.0002427642,0.00007156646],"domain_scores_gemma":[0.9993483,0.0001188145,0.00002105625,0.0002039545,0.0002374408,0.00007038323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007304446,0.00005037427,0.0001830885,0.0003960607,0.00003548794,0.0001195918,0.0002557524,0.003486779,0.004033716,0.4211555,0.2338228,0.3363878],"study_design_scores_gemma":[0.00002038483,0.00001531838,0.0001508793,0.0001763357,0.00002514446,0.0002331377,0.00008718461,0.01834625,0.00380377,0.1982277,0.7788877,0.00002609551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008725208,0.001142979,0.8400365,0.001266961,0.0004709191,0.000284704,0.004586917,0.02306332,0.1282752],"genre_scores_gemma":[0.02891919,0.003143468,0.80346,0.0007631267,0.0003347194,0.000635989,0.01329846,0.006291051,0.1431539],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0884334,"threshold_uncertainty_score":0.2958392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270555795370338,"score_gpt":0.316975766275613,"score_spread":0.2842702083219096,"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."}}