{"id":"W1835871654","doi":"10.21225/d5g59k","title":"The Incubation Model of University-Community Relationships: A Case Study in Creating New Programs, New Knowledge, and New Fields of Practice","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Watson; Community engagement; General partnership; Sociology; Institution; Civic engagement; Best practice; Public relations; Resource (disambiguation); Management; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524228,0.00004982847,0.0001027748,0.0002659699,0.0008848922,0.00004342095,0.0002546075,0.00005635637,0.000003056503],"category_scores_gemma":[0.001318551,0.00005636252,0.00002705188,0.0004535415,0.00005083053,0.0004372301,0.00001657315,0.0005401322,1.307265e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999125,"about_ca_system_score_gemma":0.004097662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5047294,"about_ca_topic_score_gemma":0.7481595,"domain_scores_codex":[0.9976577,0.001931073,0.0001634086,0.00004665486,0.00009676935,0.0001044196],"domain_scores_gemma":[0.9980562,0.00084534,0.0003559492,0.0001283738,0.0003661743,0.0002479018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005184149,0.0001620621,0.02689179,0.000005062794,0.00002174282,0.00001426471,0.7740003,0.0006428166,0.00000301476,0.003464157,0.000510331,0.1942326],"study_design_scores_gemma":[0.000478023,0.0001859417,0.01752262,0.0001631296,0.00008577827,0.00001299936,0.974243,0.0001895064,0.000001308825,0.0007032005,0.006355506,0.0000589474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988913,0.0002197003,0.0005881611,0.002736466,0.00006425932,0.0001581187,2.776616e-7,0.000004073708,0.007315941],"genre_scores_gemma":[0.9960644,0.00005821906,0.001306608,0.00001482422,0.00003636697,1.659566e-8,8.417712e-7,0.00000200943,0.002516751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434302,"threshold_uncertainty_score":0.7269076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539162675201936,"score_gpt":0.3122065809096941,"score_spread":0.2468149541576747,"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."}}