{"id":"W2338948964","doi":"10.1145/1743546.1743582","title":"Panopticon revisited","year":2010,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Panopticon; Citation; Computer science; Media studies; Library science; Sociology","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":[0.01401754,0.0007273001,0.001115409,0.01074899,0.005109515,0.01312129,0.002128491,0.005085774,0.04828538],"category_scores_gemma":[0.04511253,0.0005969148,0.0008934865,0.009898815,0.01531404,0.0289882,0.006772041,0.005537231,0.004973213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006517048,"about_ca_system_score_gemma":0.00389493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382845,"about_ca_topic_score_gemma":0.003772772,"domain_scores_codex":[0.9903249,0.003383491,0.000668257,0.002062616,0.002679675,0.0008810856],"domain_scores_gemma":[0.9605986,0.02368487,0.002897017,0.005072678,0.005723807,0.002023011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003312981,0.000006891861,0.0003291445,0.0001325771,0.00001212663,0.00009766026,0.001377964,0.00009497794,0.00007181539,0.9359994,0.04471684,0.01712741],"study_design_scores_gemma":[0.00001940063,0.00001204185,0.0007440511,0.0002915543,0.00001682482,0.0002506187,0.00152391,0.0003666405,0.0001201074,0.5721686,0.4244648,0.00002139063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01543935,0.03234988,0.02483911,0.2063076,0.009290863,0.0001412637,0.001037595,0.0004177037,0.7101766],"genre_scores_gemma":[0.6991066,0.03656912,0.01566482,0.0589596,0.03189603,0.0005950367,0.001196679,0.001211116,0.1548009],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04828538,"threshold_uncertainty_score":0.1615307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05418792514544939,"score_gpt":0.2502582909573798,"score_spread":0.1960703658119304,"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."}}