{"id":"W2029300513","doi":"10.1515/1944-4079.1100","title":"The Anatomy of a Brand: Shaping Nuclear Discourse to Create the Perception of a “Clean World”","year":2012,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ignorance; Perception; Nuclear industry; Process (computing); Energy (signal processing); Business; Health risk; Nuclear disaster; Public relations; Clean energy; Marketing; Psychology; Political science; Engineering; Nuclear plant; Environmental health; Medicine; Environmental protection; Geography; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003780047,0.0001375145,0.000226442,0.0004950453,0.0006863838,0.0001566309,0.000711163,0.00006234707,0.0003851733],"category_scores_gemma":[0.0006313693,0.00008882529,0.0001636969,0.001577236,0.0004838359,0.0004636998,0.0002086074,0.0001978284,0.00005785478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572474,"about_ca_system_score_gemma":0.0001776844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05590638,"about_ca_topic_score_gemma":0.01822086,"domain_scores_codex":[0.9974201,0.0007058874,0.0004267111,0.0001927878,0.0006056279,0.0006488831],"domain_scores_gemma":[0.9988215,0.000136257,0.0002375108,0.0004778768,0.0001081684,0.000218695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005368772,0.0002272628,0.02072052,0.00001407303,0.00006216529,2.436761e-7,0.1530014,0.00001743695,0.00005040383,0.3065466,0.041956,0.4773503],"study_design_scores_gemma":[0.000302813,0.00003434604,0.2220431,0.0000251129,0.00003652857,3.261195e-7,0.1429349,0.0001003679,0.000006005636,0.001757807,0.632608,0.0001507004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826209,0.0001019315,0.000196923,0.06183292,0.0002276457,0.0006057905,0.00002239633,0.00005630615,0.05433521],"genre_scores_gemma":[0.9955986,0.001744584,0.0001585104,0.001023929,0.0004648701,0.00003670489,0.000001303569,0.00001929133,0.0009521825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.590652,"threshold_uncertainty_score":0.999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090457894017819,"score_gpt":0.3818731227103008,"score_spread":0.3509685437701227,"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."}}