{"id":"W4246911139","doi":"10.1002/ban.30740","title":"Create environment of ‘trust’ to achieve no surprises","year":2018,"lang":"en","type":"article","venue":"Board & Administrator for Administrators Only","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01599169,0.0008386712,0.0005519873,0.001225283,0.02026217,0.02034947,0.001529126,0.004724754,0.02782916],"category_scores_gemma":[0.03846824,0.0008937602,0.0007034071,0.0005839451,0.02266603,0.01197923,0.01812145,0.01259676,0.01482741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00797409,"about_ca_system_score_gemma":0.01889988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008093833,"about_ca_topic_score_gemma":0.0151012,"domain_scores_codex":[0.9771045,0.01010648,0.00047545,0.001505879,0.006605082,0.004202569],"domain_scores_gemma":[0.9522241,0.005066371,0.004379219,0.004504704,0.009366685,0.02445877],"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":[0.0001139758,0.0003100408,0.005450109,0.0001788045,0.00008283504,0.001504339,0.1092738,0.0007540041,0.002871536,0.33115,0.4879668,0.06034366],"study_design_scores_gemma":[0.0000310748,0.0001009062,0.002051932,0.000189631,0.0000155831,0.0004335061,0.02955161,0.0004261142,0.0007324386,0.07383908,0.892536,0.00009220772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03373956,0.001025137,0.04897888,0.2757538,0.006802904,0.0002581916,0.00009571722,0.002291555,0.6310543],"genre_scores_gemma":[0.7274771,0.0005714883,0.01427069,0.05840647,0.001446443,0.0003304002,0.00009635775,0.001493072,0.195908],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02782916,"threshold_uncertainty_score":0.09309787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528891980454721,"score_gpt":0.3214707751393527,"score_spread":0.2961818553348055,"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."}}