{"id":"W4229958791","doi":"10.1093/acrefore/9780190228613.013.126","title":"Information Visibility","year":2017,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Communication","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Visibility; Transparency (behavior); Secrecy; Accountability; Data science; Computer science; Internet privacy; Political science; Computer security; Geography; Law","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":[0.006539039,0.0007122488,0.0008418626,0.006406039,0.003363117,0.02036189,0.002037362,0.002734578,0.07322223],"category_scores_gemma":[0.06736869,0.0004451963,0.0007286505,0.008797572,0.004636828,0.01974952,0.008702466,0.002800948,0.02304978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003876403,"about_ca_system_score_gemma":0.005867062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348075,"about_ca_topic_score_gemma":0.001720535,"domain_scores_codex":[0.9816901,0.004567531,0.001419044,0.002643581,0.008459751,0.001219986],"domain_scores_gemma":[0.9469082,0.01979376,0.005257847,0.0103775,0.01458954,0.003073073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007472373,0.00003721029,0.002583194,0.0008279841,0.00003443701,0.0002144777,0.002836017,0.0006159108,0.0005354005,0.7452618,0.1011031,0.1458756],"study_design_scores_gemma":[0.000007581673,0.00002461511,0.001029386,0.0007222295,0.0000262776,0.0003353549,0.001074527,0.0005504886,0.0006461515,0.147312,0.8482433,0.00002812606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01062131,0.007917807,0.05191513,0.01812694,0.002719929,0.0003261199,0.003758685,0.001077694,0.9035365],"genre_scores_gemma":[0.6155775,0.02410283,0.0409735,0.009064786,0.005789569,0.0007038631,0.01123431,0.001902019,0.2906517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07322223,"threshold_uncertainty_score":0.2449528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254964016823144,"score_gpt":0.3850287210631037,"score_spread":0.3324790808948722,"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."}}