{"id":"W2884531514","doi":"10.1177/2056305118784770","title":"The Clickwrap: A Political Economic Mechanism for Manufacturing Consent on Social Media","year":2018,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"University of Connecticut","keywords":"Social media; Politics; Dissent; Political dissent; Reputation; Public relations; Function (biology); Internet privacy; Assertion; Business; Political science; Law; Computer science","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":[0.06657328,0.0009605212,0.0004900119,0.004290191,0.004744826,0.006107554,0.002429167,0.002736436,0.03022902],"category_scores_gemma":[0.1274879,0.001008893,0.0006080412,0.002091531,0.009817954,0.01525265,0.01052627,0.003221138,0.004751602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054363,"about_ca_system_score_gemma":0.005957654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021035,"about_ca_topic_score_gemma":0.00149917,"domain_scores_codex":[0.9503424,0.03697047,0.002809938,0.002168787,0.005911703,0.001796762],"domain_scores_gemma":[0.7186577,0.2202281,0.01271516,0.03638281,0.006997887,0.005018306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001080191,0.00131152,0.01544068,0.001622076,0.00007929921,0.001701696,0.07715783,0.00168517,0.02362015,0.3861154,0.05644871,0.4337373],"study_design_scores_gemma":[0.001058373,0.002531346,0.02073642,0.001532718,0.0001782931,0.001860525,0.03295789,0.01975221,0.03780453,0.1783063,0.7025207,0.0007608021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.274352,0.0003565488,0.4795902,0.01490226,0.0008025242,0.01119254,0.0011557,0.01192555,0.2057227],"genre_scores_gemma":[0.7421955,0.0002121095,0.2117629,0.001974254,0.0003931399,0.008211344,0.0003423649,0.0009986506,0.03390992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06657328,"threshold_uncertainty_score":0.3520774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07209058831921825,"score_gpt":0.340519423890263,"score_spread":0.2684288355710448,"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."}}