{"id":"W2603247762","doi":"","title":"FRC 101: An Overview of Standards, Testing, and Options","year":2012,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tyndale University","funders":"","keywords":"Risk analysis (engineering); Business; Purchasing; Quality (philosophy); Supply chain; Operations management; Key (lock); Engineering; Marketing; Computer security; Computer science","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":[0.002372158,0.0001236891,0.0002446591,0.0001644471,0.0003676449,0.00008044311,0.000140101,0.00007979714,0.000309439],"category_scores_gemma":[0.0004261052,0.00008681294,0.00002757776,0.0003245162,0.00008506634,0.0008995888,0.0001254587,0.0001003009,0.00001726946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002263717,"about_ca_system_score_gemma":0.0002876171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002322189,"about_ca_topic_score_gemma":0.00002797365,"domain_scores_codex":[0.99788,0.0002194806,0.0005099974,0.0002575718,0.0009320655,0.0002009007],"domain_scores_gemma":[0.9983757,0.0003880085,0.0002182836,0.000166058,0.0006639353,0.0001880214],"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":[0.0001051725,0.0004775306,0.2632031,0.0000586784,0.00006799425,0.000002119832,0.007827759,0.000006669935,0.009758634,0.04200466,0.001332709,0.6751549],"study_design_scores_gemma":[0.0003071137,0.0000824855,0.9558015,0.0002457254,0.00003295016,0.00001162489,0.002558772,0.0006196294,0.002116232,0.03214908,0.005841557,0.0002333275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934899,0.001725986,0.002769106,0.0005462551,0.0002090298,0.0001244751,0.000025815,0.00001706257,0.001092424],"genre_scores_gemma":[0.9849423,0.0007601435,0.01352757,0.00009540572,0.00003392889,0.00001865325,0.00003013608,0.000004271707,0.0005876364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6925983,"threshold_uncertainty_score":0.3540129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2839983896709353,"score_gpt":0.4524148053185503,"score_spread":0.168416415647615,"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."}}