{"id":"W4238785345","doi":"10.1353/dss.2016.0001","title":"Phantom Public","year":2016,"lang":"en","type":"article","venue":"Dissent","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Promotion (chess); Media studies; Sociology; Aesthetics; Law; Political science; Art; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008365772,0.00003090193,0.00004282705,0.00001655545,0.0001505324,0.00002399639,0.00009668826,0.00003498027,0.0008709366],"category_scores_gemma":[0.000462584,0.00002031091,0.00002999132,0.00007548064,0.0001640942,0.00007015224,0.000009587761,0.00001650791,0.0004697948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004770091,"about_ca_system_score_gemma":0.00009055086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003612744,"about_ca_topic_score_gemma":0.0003481708,"domain_scores_codex":[0.9994249,0.00005341853,0.00005211245,0.00006272754,0.0001740926,0.0002327004],"domain_scores_gemma":[0.9995784,0.0001629759,0.00001499483,0.0000622283,0.00003361778,0.0001477387],"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":[0.000001439632,0.00004109108,0.06263905,0.00000155792,0.000008124744,0.000004177974,0.01855234,1.224277e-9,0.001190353,0.8518046,0.01066587,0.05509145],"study_design_scores_gemma":[0.0001056122,0.000006733378,0.00365473,0.000007443556,0.000003212066,1.24222e-7,0.01215601,9.026478e-8,0.001040779,0.01035929,0.9725977,0.00006832877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8431063,0.00005979068,0.00007392171,0.03968952,0.001124173,0.00007285774,0.000004152178,0.00008483948,0.1157844],"genre_scores_gemma":[0.9928571,0.00005902479,0.00001480864,0.0001996724,0.0006812616,0.000006892021,5.28743e-7,0.000003515537,0.006177217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9619318,"threshold_uncertainty_score":0.9536145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297490634329483,"score_gpt":0.3646106863722506,"score_spread":0.3116357800289558,"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."}}