{"id":"W2006293751","doi":"10.1002/pa.86","title":"The state of North American higher education in corporate public affairs","year":2001,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"State (computer science); Higher education; Public education; Political science; Public administration; Public relations; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0007619538,0.0001705917,0.0003079382,0.0005191153,0.0001122994,0.0005614018,0.000545517,0.00002585263,0.0000719846],"category_scores_gemma":[0.000151456,0.0001161468,0.0001161683,0.001764004,0.000391463,0.00289076,0.0000800967,0.0002792169,0.00003876802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007904282,"about_ca_system_score_gemma":0.0006253762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229238,"about_ca_topic_score_gemma":0.001658092,"domain_scores_codex":[0.9981366,0.00004548553,0.0007660758,0.0001371336,0.0004336405,0.0004811115],"domain_scores_gemma":[0.9968923,0.00007458081,0.00189582,0.0002205427,0.000853167,0.00006358651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001159619,0.0005540529,0.5951281,0.00005164413,0.0001159807,0.00006209208,0.00005134127,0.0002185778,0.0001345104,0.2087604,0.008761388,0.186046],"study_design_scores_gemma":[0.0004735158,0.000083853,0.8291624,0.00004299431,0.00003099253,0.00001699043,0.003717192,0.0001467826,0.00001246128,0.04927807,0.1167836,0.0002511371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455775,0.000159103,0.00006248628,0.01019626,0.0004582905,0.0001058315,0.000001586421,0.00002068969,0.04341822],"genre_scores_gemma":[0.9978416,0.0001405697,0.00004602465,0.0003833349,0.0006312926,0.000005566295,0.000005116502,0.00001751898,0.0009289964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340343,"threshold_uncertainty_score":0.5413611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466539591471457,"score_gpt":0.2593766730709866,"score_spread":0.214711277156272,"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."}}