{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005408761,0.00006705174,0.00009741254,0.0001992772,0.00007397243,0.000173808,0.0001202329,0.00003654128,0.00004275205],"category_scores_gemma":[0.0002903766,0.00006328803,0.00005079339,0.0001221556,0.00002568706,0.001117733,0.00004640773,0.0001285169,0.00001491238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873876,"about_ca_system_score_gemma":0.0000125624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006967216,"about_ca_topic_score_gemma":0.00004424258,"domain_scores_codex":[0.9992601,0.000004961645,0.0002965231,0.00007141462,0.0002893576,0.00007767102],"domain_scores_gemma":[0.9988635,0.00002623005,0.0003443508,0.00003628869,0.0007185857,0.0000110434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005128819,0.0007109267,0.1370091,0.0006871697,0.003078701,0.0007401552,0.007434631,0.1638411,0.01396858,0.3926165,0.007425008,0.2673593],"study_design_scores_gemma":[0.004006723,0.0001375894,0.3092983,0.0006631025,0.0002814401,0.0004358625,0.000555504,0.3172976,0.0007845996,0.07464621,0.2911436,0.0007495314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409828,0.0002370517,0.05187948,0.001350179,0.003748221,0.00006835449,0.000003748355,0.0000471864,0.001682956],"genre_scores_gemma":[0.9960343,0.0001092484,0.000436279,0.0001150694,0.003279469,2.601058e-7,0.000004827423,0.000006911191,0.00001364156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3179703,"threshold_uncertainty_score":0.2580811,"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."}}