{"id":"W781549005","doi":"10.51644/cpoq1158","title":"High office requires high standards","year":2005,"lang":"en","type":"article","venue":"Consensus","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01328438,0.0003633427,0.0007331074,0.001552433,0.007765498,0.01152862,0.001196561,0.005099526,0.03599327],"category_scores_gemma":[0.06847475,0.0004418306,0.0005666856,0.00137148,0.00912171,0.00881542,0.006854553,0.009540645,0.01074263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990582,"about_ca_system_score_gemma":0.009147771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796235,"about_ca_topic_score_gemma":0.005859558,"domain_scores_codex":[0.9663234,0.007056899,0.001515527,0.003866006,0.01640658,0.004831623],"domain_scores_gemma":[0.9042448,0.0276327,0.007694766,0.01556731,0.03142476,0.01343558],"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":[0.00005776695,0.0001647592,0.00337661,0.00008740536,0.00003035819,0.000170641,0.003912402,0.0002942125,0.0009224255,0.8593391,0.07354772,0.05809666],"study_design_scores_gemma":[0.00004436955,0.00009025977,0.009358665,0.0001886561,0.00002611667,0.0003585176,0.006228411,0.0004881701,0.001620312,0.7023315,0.2791762,0.00008873315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02520465,0.000574358,0.01670928,0.06144912,0.002147021,0.00008958656,0.0001212736,0.000397512,0.8933073],"genre_scores_gemma":[0.8545971,0.0003777187,0.007807112,0.02295039,0.001427165,0.0001385654,0.0002441626,0.0005067225,0.111951],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03599327,"threshold_uncertainty_score":0.1204095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364515715621808,"score_gpt":0.2256033215478455,"score_spread":0.2119581643916275,"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."}}