{"id":"W1976281572","doi":"10.1145/2317956.2317970","title":"Discursive navigation of online news","year":2012,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Variety (cybernetics); Sketch; Computer science; Heuristic; Visualization; Human memory; Associative property; Human–computer interaction; World Wide Web; Artificial intelligence; Psychology","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":[0.003754049,0.0004500643,0.0002856361,0.00437022,0.00291736,0.0105867,0.001279356,0.0009766193,0.004261366],"category_scores_gemma":[0.02285591,0.0003615611,0.000378767,0.003867511,0.008677278,0.01158197,0.003863157,0.001403837,0.0007152935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715583,"about_ca_system_score_gemma":0.001177701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335081,"about_ca_topic_score_gemma":0.004484788,"domain_scores_codex":[0.9968179,0.001972916,0.0001236765,0.0003550318,0.0006204556,0.0001099595],"domain_scores_gemma":[0.9854731,0.009064293,0.001205716,0.002617777,0.001307293,0.0003318574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002177898,0.00004151563,0.00674278,0.0003870616,0.0000297021,0.0005614191,0.3475876,0.002463664,0.003647614,0.5505071,0.005520604,0.08229307],"study_design_scores_gemma":[0.00006774544,0.0001231455,0.008742503,0.0007251492,0.00005996604,0.001103125,0.2059084,0.01617119,0.008527462,0.4222951,0.3361167,0.0001596034],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4333234,0.002429901,0.291438,0.009302973,0.0005604576,0.0003008457,0.001215649,0.001443539,0.2599851],"genre_scores_gemma":[0.9369463,0.0007443294,0.04919994,0.0001613859,0.00009734061,0.0001231383,0.0003585602,0.0003108015,0.01205814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105867,"threshold_uncertainty_score":0.01985353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295893712901581,"score_gpt":0.3311609238756794,"score_spread":0.3015715525855213,"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."}}