{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004749777,0.000027133,0.00004108762,0.00002325626,0.0000120736,0.00001304236,0.0001790933,0.00001085287,0.00003045652],"category_scores_gemma":[0.00001329753,0.00002041604,0.00001542387,0.0001684396,0.00001050463,0.000459174,0.00006274548,0.0000150057,0.00002745783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004293707,"about_ca_system_score_gemma":0.00001007888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001400481,"about_ca_topic_score_gemma":0.000003797614,"domain_scores_codex":[0.9996952,0.00001095194,0.00008765492,0.00004943697,0.00008834655,0.00006845021],"domain_scores_gemma":[0.9997165,0.00001068118,0.0000395499,0.0001585388,0.00003471989,0.00004005494],"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":[3.889211e-7,0.0001950603,0.009039457,0.000008203723,0.000005712559,1.591807e-7,0.0006165752,0.00001555896,0.0004702455,0.9623832,0.005684926,0.02158056],"study_design_scores_gemma":[0.001476776,0.0002500863,0.08303787,0.0001386234,0.00005101917,0.00002294183,0.002714682,0.6202919,0.05924891,0.01516522,0.2166611,0.0009407962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01049593,0.00001929734,0.9862645,0.0005011606,0.0001201692,0.00002358677,0.000006172344,0.00003183678,0.002537411],"genre_scores_gemma":[0.9582497,0.000008289539,0.0401179,0.0004232126,0.00005847637,3.631502e-7,0.00007609318,0.000002071717,0.001063878],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9477538,"threshold_uncertainty_score":0.0832542,"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."}}