{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908432,0.0003832995,0.0003371884,0.0009209711,0.01838279,0.004620843,0.001454047,0.001934691,0.01059634],"category_scores_gemma":[0.001809219,0.0004593983,0.0004736552,0.0009094376,0.004584651,0.002834826,0.01181975,0.002305983,0.001463901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003400348,"about_ca_system_score_gemma":0.01106242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526642,"about_ca_topic_score_gemma":0.182207,"domain_scores_codex":[0.9976491,0.001008831,0.00003439244,0.0001626507,0.0002736695,0.0008713511],"domain_scores_gemma":[0.9953051,0.0004584707,0.0001625897,0.0002474637,0.0002283666,0.003598024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003684945,0.004020283,0.09893317,0.0009814185,0.00008518116,0.01386625,0.3620009,0.0007906511,0.008625157,0.04902202,0.08728985,0.3740165],"study_design_scores_gemma":[0.0000670173,0.0006781025,0.03568067,0.0004516116,0.0000356653,0.002945626,0.3252052,0.000498154,0.001562801,0.005304428,0.6274799,0.00009092438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7923284,0.001200935,0.01162932,0.01254778,0.001028467,0.001025681,0.0004057527,0.0007943744,0.1790393],"genre_scores_gemma":[0.9442861,0.0007060598,0.01596746,0.00164462,0.0001806914,0.000268191,0.0001914976,0.0001177887,0.03663759],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01838279,"threshold_uncertainty_score":0.03544825,"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."}}