{"id":"W7133024013","doi":"","title":"Livent v. Deloitte: Implications For Auditor Responsibility, Governance and Canadian Public Companies","year":2018,"lang":"en","type":"other","venue":"TSpace","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Corporate governance; Audit; Listed company; Auditor's report; Event (particle physics); Capital market; Capital (architecture)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005167851,0.0006447106,0.0006461707,0.0032368,0.01932945,0.01372938,0.003834452,0.01070616,0.1394047],"category_scores_gemma":[0.03031425,0.0005981455,0.0006181694,0.007337315,0.00342295,0.004865212,0.003506878,0.006065183,0.01180736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06465689,"about_ca_system_score_gemma":0.1209473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980695,"about_ca_topic_score_gemma":0.9860818,"domain_scores_codex":[0.9915805,0.0004540641,0.0001700619,0.000373537,0.005063585,0.002358136],"domain_scores_gemma":[0.9805146,0.005107226,0.0007627276,0.0006873593,0.01032789,0.002600321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001293977,0.000007117103,0.000291832,0.00002961153,0.000001077305,0.00006341385,0.0004198939,0.00003228827,0.00001824106,0.01215054,0.9829339,0.00403918],"study_design_scores_gemma":[0.00004365542,0.000008157894,0.007559717,0.0003071538,0.00001349305,0.0000667042,0.003887774,0.0002281452,0.0001782022,0.004345126,0.983295,0.00006681244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005823935,0.005234925,0.0003665231,0.2883445,0.004009689,0.0002628451,0.0107707,0.0004383026,0.6847486],"genre_scores_gemma":[0.09596317,0.007884708,0.0008089787,0.03473102,0.001450774,0.0002034181,0.005516377,0.0003943717,0.8530471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1394047,"threshold_uncertainty_score":0.4691208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391202203471552,"score_gpt":0.3423405779568931,"score_spread":0.2984285559221776,"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."}}