{"id":"W4246431341","doi":"10.1002/bl.38620015302","title":"Meaningful monitoring","year":2001,"lang":"en","type":"article","venue":"Board Leadership","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Variety (cybernetics); Perspective (graphical); Compliance (psychology); Business; Accounting; Public relations; Public administration; Political science; Computer science; Psychology; Finance","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":[0.01709474,0.0008995775,0.0007375909,0.002717823,0.002425425,0.008724257,0.002285508,0.003443611,0.03438647],"category_scores_gemma":[0.080449,0.0005052612,0.0004796323,0.003030083,0.002217937,0.007529625,0.005392574,0.00373018,0.01076445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192911,"about_ca_system_score_gemma":0.005648771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610668,"about_ca_topic_score_gemma":0.001767509,"domain_scores_codex":[0.974807,0.01011293,0.001652952,0.003824124,0.008033583,0.001569458],"domain_scores_gemma":[0.9242114,0.0242385,0.0112906,0.01811947,0.01788176,0.004258255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145976,0.0001765641,0.01528545,0.0004360308,0.00005668558,0.0003575715,0.00172841,0.002833476,0.001739601,0.4545013,0.2062391,0.3164311],"study_design_scores_gemma":[0.00005455251,0.0001340317,0.009243543,0.000634002,0.0000455639,0.0003938377,0.001017718,0.005300102,0.002799956,0.240192,0.7401157,0.0000689874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02575489,0.004439273,0.2208871,0.04761165,0.003164474,0.001336756,0.003740615,0.002698033,0.6903673],"genre_scores_gemma":[0.7424603,0.004427738,0.0818651,0.01285256,0.00416349,0.001489047,0.005276794,0.001030976,0.146434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03438647,"threshold_uncertainty_score":0.1150342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3274546910800939,"score_gpt":0.2774015390138111,"score_spread":0.05005315206628275,"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."}}