{"id":"W2408046200","doi":"10.1145/2896982.2896985","title":"Model management for regulatory compliance","year":2016,"lang":"en","type":"article","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Exploit; Context (archaeology); Compliance (psychology); Risk analysis (engineering); Software; Computer security; Computer science; Process management; Service (business); Knowledge management; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02931592,0.001414842,0.001587381,0.003864358,0.004280131,0.01103926,0.004812321,0.005622222,0.009094636],"category_scores_gemma":[0.07023887,0.001212078,0.004062944,0.004241885,0.009351225,0.01896858,0.01060766,0.009752692,0.001756215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005527603,"about_ca_system_score_gemma":0.009787429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005804075,"about_ca_topic_score_gemma":0.00438155,"domain_scores_codex":[0.9690851,0.0154998,0.002897249,0.003637331,0.007734291,0.001146273],"domain_scores_gemma":[0.9367223,0.03141067,0.004477569,0.01936255,0.006999525,0.001027278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001851896,0.00005655237,0.0003471088,0.0000980886,0.00004307989,0.00010193,0.0006147513,0.008802456,0.0002278861,0.9571137,0.003423891,0.02915197],"study_design_scores_gemma":[0.00002747635,0.00002762801,0.00009527915,0.0001075121,0.00003022007,0.00008483449,0.0001920253,0.06175343,0.0006387635,0.8999034,0.03710215,0.00003719429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00235074,0.0004180409,0.9722586,0.006940381,0.0003016868,0.0002051711,0.0001551978,0.0008124867,0.01655785],"genre_scores_gemma":[0.189779,0.001578742,0.7876404,0.002984531,0.001023471,0.00131714,0.001092312,0.0005712197,0.01401324],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02931592,"threshold_uncertainty_score":0.1550393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182417741040287,"score_gpt":0.2214483617015116,"score_spread":0.1896241842911088,"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."}}