{"id":"W4411618250","doi":"10.51847/xydkik7d5p","title":"10.51847/XYDKiK7D5P","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situational ethics; Audit; Psychology; Business; Accounting; Applied psychology; Social psychology","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":[0.001003958,0.0009099803,0.0006862116,0.002461357,0.001140989,0.003622148,0.0008676874,0.002009624,0.9314548],"category_scores_gemma":[0.001989732,0.0004220838,0.0005837523,0.002687078,0.0007505403,0.002385382,0.002557734,0.001108772,0.9257644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060007,"about_ca_system_score_gemma":0.0008609971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316483,"about_ca_topic_score_gemma":0.002148288,"domain_scores_codex":[0.9990299,0.0001319393,0.0001094123,0.0002478245,0.0003197682,0.0001611752],"domain_scores_gemma":[0.9981738,0.0004793135,0.0001279065,0.0003043975,0.000574291,0.0003402532],"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":[0.000446584,0.0003847882,0.004429692,0.0005448895,0.00002411106,0.0004479797,0.0002085213,0.0004361228,0.003852896,0.0089552,0.1513781,0.8288912],"study_design_scores_gemma":[0.0001037486,0.0001345745,0.005858647,0.0003424023,0.00002200123,0.001029554,0.0003141749,0.000949146,0.001760587,0.002633723,0.9868151,0.00003629625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006606633,0.0006263146,0.0046618,0.001006586,0.0005689552,0.0002185372,0.002329236,0.001538195,0.9824437],"genre_scores_gemma":[0.0150546,0.0005343473,0.005072727,0.000349765,0.0000955457,0.0001517187,0.002311179,0.0004225731,0.9760075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06854516,"threshold_uncertainty_score":0.09777135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05340389680989167,"score_gpt":0.2942677162954788,"score_spread":0.2408638194855872,"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."}}