{"id":"W2782145925","doi":"10.2495/safe-v8-n1-171-180","title":"Reputation risk: Measured","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Occupational safety and health; Poison control; Risk analysis (engineering); Environmental health; Environmental science; Business; Transport engineering; Engineering; Medicine; Political science","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":[0.009379458,0.001255077,0.001161148,0.003739015,0.0009354848,0.007585116,0.002050611,0.002350576,0.006567235],"category_scores_gemma":[0.08506254,0.0004694799,0.0008870084,0.003728091,0.004289684,0.01025634,0.003437571,0.002412725,0.001576402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003560294,"about_ca_system_score_gemma":0.001226985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402067,"about_ca_topic_score_gemma":0.0005906983,"domain_scores_codex":[0.9774359,0.006432284,0.001546647,0.004016656,0.009627886,0.0009405835],"domain_scores_gemma":[0.9160144,0.03512827,0.02299161,0.01379724,0.009821411,0.002247046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002940848,0.0002812529,0.05495655,0.0009545224,0.0006937235,0.0005071418,0.001335966,0.05384998,0.003147582,0.7481613,0.00822283,0.1275951],"study_design_scores_gemma":[0.00004221216,0.0008462557,0.0431945,0.0005774042,0.0003374995,0.001651336,0.0006846045,0.1532683,0.004126127,0.7613757,0.03347399,0.0004219626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1134092,0.01158976,0.759241,0.006742172,0.001098238,0.0003073224,0.002178853,0.0007787345,0.1046548],"genre_scores_gemma":[0.9718178,0.001702873,0.01991828,0.0002773038,0.0006542653,0.0001305423,0.0004228823,0.00009231395,0.004983746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009379458,"threshold_uncertainty_score":0.04960394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007240450971550952,"score_gpt":0.2045438664958244,"score_spread":0.1973034155242735,"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."}}