{"id":"W2963625460","doi":"10.1002/bl.30139","title":"Are You Measuring What Matters?","year":2019,"lang":"en","type":"article","venue":"Board Leadership","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Coaching; Public administration; Management; Sound (geography); Political science; Public relations; Business; Economics","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":[0.03129726,0.00107151,0.001351038,0.004258302,0.005285301,0.01304104,0.001056083,0.004051834,0.01797731],"category_scores_gemma":[0.1888954,0.0005567494,0.0005303907,0.005310112,0.01017177,0.01489752,0.002961292,0.009496493,0.0120042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004591082,"about_ca_system_score_gemma":0.00938874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393342,"about_ca_topic_score_gemma":0.02053943,"domain_scores_codex":[0.9773965,0.0100754,0.001176267,0.001970744,0.007948942,0.001432135],"domain_scores_gemma":[0.8829947,0.04693967,0.009871896,0.002998493,0.04145182,0.01574342],"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":[0.00004717686,0.00006065757,0.01698094,0.000385931,0.00008612583,0.00004628459,0.002363785,0.00005665069,0.0001363297,0.01386573,0.7866356,0.1793349],"study_design_scores_gemma":[0.00002844464,0.00009737602,0.02195497,0.003436172,0.0001166582,0.0003392885,0.01776809,0.0002190522,0.0004179741,0.07134263,0.8841238,0.000155506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002654738,0.04182797,0.002330182,0.9068176,0.0187682,0.00003825123,0.0002833371,0.0001637402,0.02711587],"genre_scores_gemma":[0.1720615,0.1377188,0.0114433,0.5965835,0.02767923,0.0003939997,0.0008964711,0.0006547373,0.05256849],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03129726,"threshold_uncertainty_score":0.1655177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675755751112421,"score_gpt":0.2055973611091848,"score_spread":0.1380217859979427,"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."}}