{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002227561,0.0001486216,0.0001602479,0.0001211242,0.0002766841,0.0001635262,0.0001546725,0.00003627723,0.001898464],"category_scores_gemma":[0.0002609167,0.0001359614,0.00003695168,0.0003406312,0.00007749098,0.0002107511,0.0002022663,0.00005951399,0.001017761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004792426,"about_ca_system_score_gemma":0.00001837437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003589938,"about_ca_topic_score_gemma":0.0003360196,"domain_scores_codex":[0.9989709,0.000005334215,0.0002109418,0.0002214073,0.0003625783,0.000228879],"domain_scores_gemma":[0.9993566,0.00004771179,0.0001043201,0.0001697648,0.0003125542,0.000009097749],"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":[0.00007033284,0.00005781565,0.006118918,0.00008376813,0.00007734987,0.00002043651,0.00001924538,0.0001947514,0.00007212832,0.4400029,0.5403437,0.01293867],"study_design_scores_gemma":[0.0005812836,0.000004889448,0.02704871,0.00001778894,0.00005581705,7.747594e-7,0.00007260282,0.0001739612,0.00007521504,0.003852351,0.967894,0.0002226603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7452813,0.001461438,0.0006092525,0.02994619,0.00169328,0.0004948475,0.00004145668,0.0008424617,0.2196298],"genre_scores_gemma":[0.9886093,0.00002842091,0.0009252566,0.003246354,0.002443881,0.000005399432,0.0000328429,0.00002479201,0.004683807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4361505,"threshold_uncertainty_score":0.9997601,"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."}}