{"id":"W4411658933","doi":"10.51847/tonlzhzlto","title":"10.51847/TOnlzHZlTo","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corporate Governance and Financial Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Internal audit; Accounting; Business; Audit; Work (physics); Walk-through test; External auditor; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003441202,0.0008428383,0.0005131212,0.001583343,0.001087063,0.002519871,0.000966275,0.001790869,0.9612767],"category_scores_gemma":[0.0007559083,0.0003221698,0.000327334,0.001263839,0.0006459013,0.001923308,0.001846965,0.001084939,0.9612991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171324,"about_ca_system_score_gemma":0.0005626378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763489,"about_ca_topic_score_gemma":0.005455165,"domain_scores_codex":[0.9998159,0.00001422513,0.00001063673,0.00005517053,0.00006805126,0.00003614147],"domain_scores_gemma":[0.9994608,0.00009471785,0.00002654915,0.00009893665,0.0001519695,0.0001670429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001618458,0.0001123603,0.0006853422,0.0002803129,0.000008828224,0.0001347819,0.0001553848,0.0002145674,0.002521477,0.01050695,0.3884071,0.596811],"study_design_scores_gemma":[0.00001556463,0.00001770879,0.0005693409,0.00007323712,0.000004224763,0.0000917106,0.0001064629,0.0001766784,0.0003467956,0.0009481169,0.9976421,0.000008107842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008819528,0.0002715373,0.001055331,0.0007052619,0.0003461425,0.00003954446,0.0008920265,0.001171067,0.9946372],"genre_scores_gemma":[0.001843477,0.0001171039,0.0002789398,0.0002112064,0.00002695826,0.00001717419,0.0005033287,0.0001723188,0.9968296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03872329,"threshold_uncertainty_score":0.05523407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007420217223319237,"score_gpt":0.1549018342435783,"score_spread":0.147481617020259,"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."}}