{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002370284,0.0002658777,0.000591314,0.0005185925,0.0006249176,0.0002068152,0.002792424,0.0002465885,0.0007584997],"category_scores_gemma":[0.0002317645,0.0002539768,0.0002706209,0.0003386499,0.0004266183,0.0007895264,0.00144254,0.00170057,0.00005004409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408884,"about_ca_system_score_gemma":0.0006052233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914987,"about_ca_topic_score_gemma":0.00009505471,"domain_scores_codex":[0.9967311,0.0007623867,0.0008361859,0.0002218171,0.001014207,0.0004342825],"domain_scores_gemma":[0.9927697,0.0006009023,0.0009452843,0.004268231,0.001303169,0.0001127055],"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":[0.00001839926,0.0001148672,0.003616095,0.0001133278,0.0001009984,5.749998e-8,0.000233507,0.000002790723,1.634844e-7,0.008485358,0.1873849,0.7999295],"study_design_scores_gemma":[0.0001543376,0.00004594886,0.002064842,0.0004279202,0.00004275073,1.139373e-7,0.0001531314,0.0001925102,0.00001440551,0.04195806,0.9547431,0.0002028958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008412058,0.00118084,0.001501973,0.0002187666,0.00009058339,0.000721008,0.0001776429,0.00005125724,0.9952167],"genre_scores_gemma":[0.292442,0.6133507,0.005647478,0.00001347976,0.001089134,0.0007684312,0.01383852,0.00008269505,0.07276753],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9224492,"threshold_uncertainty_score":0.9999912,"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."}}