{"id":"W7051677379","doi":"","title":"Politics and porn: how news media characterizes problems presented by deepfakes, Critical Studies in Media Communication","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; News media; Fake news; Pornography; Perception; Media relations; Face (sociological concept); Mass media","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001718092,0.0002826035,0.0004393602,0.0001501598,0.0001951857,0.0002123327,0.0006024087,0.0001041482,0.00001338335],"category_scores_gemma":[0.000105344,0.0003056091,0.0000729708,0.0003515265,0.0004538904,0.00133815,0.0006336037,0.000717062,0.00002649319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167263,"about_ca_system_score_gemma":0.0001120018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002741015,"about_ca_topic_score_gemma":0.0001939409,"domain_scores_codex":[0.9980808,0.0003963628,0.0002434096,0.0004759495,0.0002908004,0.0005126878],"domain_scores_gemma":[0.9984449,0.0005239676,0.0001104969,0.0003545896,0.0001654565,0.0004006394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004865006,0.0001131414,0.9887079,0.00009716436,0.00009777822,0.00002284158,0.005916927,0.000001055982,0.001690134,0.001763786,0.00002322397,0.001517383],"study_design_scores_gemma":[0.01279865,0.0003075948,0.8367255,0.001817826,0.0004826956,0.00002069765,0.08774353,0.0002733488,0.01206741,0.01979482,0.02441958,0.003548394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936519,0.0006620175,0.0008704115,0.00417436,0.00005746683,0.0002809234,0.000158575,0.00005477571,0.00008958884],"genre_scores_gemma":[0.9988364,0.0003398295,0.00003358303,0.0002381894,0.000120716,0.000004301759,0.0001861216,0.00003360294,0.0002072371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1519825,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858158887863182,"score_gpt":0.3635665968528388,"score_spread":0.1777507080665206,"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."}}