{"id":"W191882073","doi":"","title":"Applying Force to Deliver Desired Safety Results","year":2009,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exhibition","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Computer science; Risk analysis (engineering); Business; Computer security","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":[0.002270883,0.00019982,0.0003114575,0.0003105323,0.0006870837,0.0001873531,0.0003043321,0.0001211337,0.0001666405],"category_scores_gemma":[0.0006521425,0.0001452622,0.0000648468,0.0006368345,0.00003505225,0.0005176358,0.000133757,0.0001617017,0.0003771995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006077117,"about_ca_system_score_gemma":0.0002207983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001038356,"about_ca_topic_score_gemma":0.00005159221,"domain_scores_codex":[0.9967236,0.000183208,0.0008939814,0.0006538611,0.0012141,0.0003312492],"domain_scores_gemma":[0.9983251,0.000393991,0.0002087973,0.0002751253,0.0005484755,0.0002484812],"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":[0.000588282,0.00008371631,0.0009167944,0.000003256207,0.00001652096,0.00001003523,0.002168969,0.00006857941,0.00406326,0.005617439,0.005822893,0.9806402],"study_design_scores_gemma":[0.00194768,0.0001833748,0.7664028,0.0004796012,0.00003325759,0.00001578205,0.003588682,0.003673132,0.007539233,0.1344954,0.08074541,0.0008956061],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816625,0.0001104929,0.07896847,0.02063322,0.0006108384,0.001171893,0.0000310776,0.0001218451,0.0166897],"genre_scores_gemma":[0.979391,0.0000890439,0.009662298,0.00161026,0.00004661448,0.00006110586,0.00008406236,0.000005024803,0.009050583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9797447,"threshold_uncertainty_score":0.5923622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09869582039798305,"score_gpt":0.3652264089773169,"score_spread":0.2665305885793339,"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."}}