{"id":"W3175512937","doi":"10.29173/irie205","title":"Never Enter Your Real Data1","year":2011,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oppression; Friendship; Social media; Sociology; Information and Communications Technology; Social justice; Internet privacy; Economic Justice; Political science; Law and economics; Media studies; Public relations; Computer science; Politics; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101912,0.0006468636,0.0009556595,0.001686548,0.00387309,0.01364466,0.001911395,0.005444834,0.1419103],"category_scores_gemma":[0.09750429,0.0007015484,0.0008178077,0.002615661,0.005454549,0.02628675,0.009664998,0.008016854,0.1298141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934654,"about_ca_system_score_gemma":0.003106057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788349,"about_ca_topic_score_gemma":0.002034138,"domain_scores_codex":[0.9836243,0.007637356,0.0008993724,0.001880125,0.005225825,0.0007330306],"domain_scores_gemma":[0.9481767,0.02229839,0.00342805,0.01429518,0.008602557,0.003199133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116049,0.00004463883,0.001677542,0.0004176915,0.0000400754,0.000284605,0.002803261,0.0001054486,0.0003799714,0.1247153,0.7827863,0.08662912],"study_design_scores_gemma":[0.000005055284,0.00001207811,0.0002065991,0.0003652627,0.00000432325,0.000276592,0.001074274,0.00007508801,0.0001981527,0.01736286,0.9803996,0.00002000029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008300869,0.01341428,0.02690103,0.4447821,0.02805678,0.0002874018,0.008994064,0.00184272,0.4674208],"genre_scores_gemma":[0.1373809,0.01787523,0.01835597,0.1929916,0.01005791,0.0006309742,0.01059709,0.003692082,0.6084182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1419103,"threshold_uncertainty_score":0.4747372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1837977648900999,"score_gpt":0.4330452824472925,"score_spread":0.2492475175571925,"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."}}