{"id":"W2808069358","doi":"","title":"Ethical agency contracts as a basis for co-operative management and leadership","year":2017,"lang":"en","type":"article","venue":"Leicester Research Archive (University of Leicester)","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Agency (philosophy); Business; Public relations; Engineering ethics; Political science; Sociology; Engineering; Social 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001084977,0.0001992447,0.0003549299,0.0003357732,0.00254372,0.0006415619,0.0008846151,0.0001037425,0.0001653644],"category_scores_gemma":[0.0002221335,0.0002138931,0.000116052,0.00008751547,0.001093707,0.00162918,0.001163401,0.0005221844,0.0001600131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004041737,"about_ca_system_score_gemma":0.00003724362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572261,"about_ca_topic_score_gemma":0.00389176,"domain_scores_codex":[0.9983301,0.00007931265,0.0001783304,0.0005268834,0.0003049034,0.0005804381],"domain_scores_gemma":[0.9984816,0.0004093874,0.0002468889,0.0005177015,0.0002863601,0.00005801251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01067422,0.001548692,0.2126423,0.01145429,0.003780842,0.0009884636,0.06657651,0.0000751233,0.00520796,0.4316113,0.07090784,0.1845325],"study_design_scores_gemma":[0.005112053,0.0004257706,0.5232508,0.0006551857,0.0001795727,0.000006084257,0.04151461,0.003587089,0.00005132583,0.01261723,0.4118347,0.0007655526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8253811,0.0002550693,0.002723525,0.02494663,0.0001796637,0.002313703,0.0000838117,0.00005392181,0.1440626],"genre_scores_gemma":[0.9938599,0.0002646893,0.001511125,0.0009465203,0.0002519226,0.00001229209,0.0000291259,0.00002442904,0.003099984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189941,"threshold_uncertainty_score":0.9987549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2108513814089986,"score_gpt":0.3491195696652821,"score_spread":0.1382681882562836,"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."}}