{"id":"W161481390","doi":"","title":"Nano Risk Governance: Current Developments and Future Perspectives","year":2009,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk governance; Corporate governance; Risk analysis (engineering); Risk assessment; Management science; Risk management; Regulatory science; Computer science; Engineering; Business; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165319,0.0004540905,0.0009532399,0.0006784708,0.0007123992,0.00006389499,0.00237562,0.0004784681,0.002427026],"category_scores_gemma":[0.0004563616,0.00048888,0.0004792415,0.002164175,0.001413724,0.00101841,0.00119372,0.0009290515,0.0001873381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512361,"about_ca_system_score_gemma":0.0002651156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302645,"about_ca_topic_score_gemma":0.0003581594,"domain_scores_codex":[0.9954275,0.0003064573,0.0006813586,0.001213921,0.001792587,0.0005781023],"domain_scores_gemma":[0.9962593,0.0005309011,0.001086638,0.001046823,0.000723663,0.00035266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003427471,0.001706999,0.05945821,0.0001374362,0.000321272,0.0002148807,0.002255423,0.0000335417,0.003759186,0.06039558,0.06696052,0.8013295],"study_design_scores_gemma":[0.003295972,0.0006273072,0.6007393,0.0002137623,0.0002796109,0.00007154154,0.007782262,0.0002032852,0.0002258106,0.004903251,0.380674,0.0009838421],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512402,0.003728269,0.01571197,0.005174778,0.0007302415,0.001681445,0.0002899305,0.0004408789,0.1210022],"genre_scores_gemma":[0.9723331,0.01078652,0.01249861,0.00003877887,0.00007741469,1.540469e-7,0.000007060523,0.00001438735,0.004243963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8003457,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252681682230665,"score_gpt":0.269612822053184,"score_spread":0.2470860052308774,"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."}}