{"id":"W2576939771","doi":"10.21474/ijar01/2688","title":"SCENARIO AND RISK MANAGEMENT IN A PROJECT.","year":2016,"lang":"en","type":"article","venue":"International Journal of Advanced Research","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Engineering; Engineering management; Horizon; Risk management; Science and engineering; Management; Engineering ethics; Mathematics; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005043025,0.00007258076,0.0001572821,0.001089044,0.000218268,0.0000117274,0.0004239597,0.00007196626,0.0001792354],"category_scores_gemma":[0.00170108,0.00004447552,0.0000366592,0.0003087623,0.0001250479,0.0003121885,0.0002611906,0.00102242,0.00008256636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006080463,"about_ca_system_score_gemma":0.0006222731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599038,"about_ca_topic_score_gemma":0.0002066845,"domain_scores_codex":[0.9962729,0.000907036,0.0006601189,0.0001695748,0.001493206,0.0004972132],"domain_scores_gemma":[0.9953315,0.002461674,0.0002227908,0.0001217518,0.001698617,0.0001636403],"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":[0.002978846,0.0001201028,0.3513537,0.00006896479,0.00007551564,0.0002176675,0.0006393819,0.00001252779,0.0002695784,0.006237631,0.001614938,0.6364111],"study_design_scores_gemma":[0.008323763,0.0005219202,0.786136,0.001694762,0.000004617694,0.0000370174,0.002475681,0.00006513294,0.00006114174,0.02002131,0.1805307,0.0001279236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636352,0.0007061711,0.0006583251,0.01050054,0.001102027,0.001152774,0.00003814579,0.000009976695,0.0221968],"genre_scores_gemma":[0.9672923,0.02298196,0.005149864,0.0001083001,0.0005665044,0.00010571,0.00000186882,0.00001815807,0.003775319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6362832,"threshold_uncertainty_score":0.4441964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454823027333541,"score_gpt":0.5893283181901156,"score_spread":0.4438460154567615,"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."}}