{"id":"W3031933059","doi":"10.20429/amtp.2014.04","title":"Communiversities: A Unique Outreach Opportunity for Business Schools","year":2014,"lang":"en","type":"article","venue":"","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Public relations; Business; Political science; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008931868,0.0001239062,0.0001286242,0.0002180962,0.0002660901,0.0002563168,0.0002859868,0.00004481013,0.0005053838],"category_scores_gemma":[0.0004335373,0.0001187159,0.00004977672,0.0002819325,0.00002282754,0.0008359437,0.0001544339,0.00007292976,0.0000908675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002520343,"about_ca_system_score_gemma":0.00002791601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009923099,"about_ca_topic_score_gemma":0.0001577066,"domain_scores_codex":[0.9993768,0.0000182103,0.0001399816,0.0001614349,0.0001030729,0.0002005035],"domain_scores_gemma":[0.9991755,0.00009064385,0.0001225791,0.0002995568,0.0002960683,0.00001563728],"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":[0.00007361792,0.0001611914,0.01043084,0.0007244007,0.00003520608,4.202334e-7,0.00006248381,0.00001720777,0.00004789807,0.5317992,0.4359371,0.02071038],"study_design_scores_gemma":[0.000518418,0.000005311771,0.00861377,0.00004501657,0.00003782877,1.700624e-7,0.001620616,0.004104585,0.000005317446,0.007758503,0.9770798,0.0002106685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05759425,0.000005244754,0.04043682,0.01014081,0.0006082203,0.0006368827,0.000001538044,0.0004307531,0.8901455],"genre_scores_gemma":[0.9549552,0.000006980577,0.002098949,0.006666818,0.001059677,0.00005425791,0.0002482573,0.00003031824,0.03487955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8973609,"threshold_uncertainty_score":0.5533598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533597990283842,"score_gpt":0.231067536878768,"score_spread":0.2057315569759296,"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."}}