{"id":"W1990861252","doi":"10.1108/00400910810873982","title":"Building bridges between university and industry: theory and practice","year":2008,"lang":"en","type":"article","venue":"Education + Training","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Originality; Quality (philosophy); Value (mathematics); Engineering; Engineering management; Marketing; Business; Sociology; Qualitative research; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01564898,0.0006345668,0.0006168528,0.004348565,0.005664026,0.01540735,0.003375547,0.005654892,0.01013656],"category_scores_gemma":[0.01828008,0.0007002478,0.0006025101,0.004913636,0.01751662,0.0143197,0.009660116,0.002930394,0.001427552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006900491,"about_ca_system_score_gemma":0.01119918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042254,"about_ca_topic_score_gemma":0.002077207,"domain_scores_codex":[0.9873726,0.009608002,0.0003187198,0.0007777206,0.001099207,0.0008237113],"domain_scores_gemma":[0.9711661,0.0212228,0.001247624,0.001753914,0.00163607,0.00297347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005099815,0.001217364,0.009597131,0.001314993,0.00004679881,0.0007197286,0.05822757,0.004161634,0.0003037473,0.7486464,0.006460836,0.1692527],"study_design_scores_gemma":[0.000117117,0.0004349028,0.005675104,0.006347075,0.00004608787,0.0005588566,0.2313722,0.01413308,0.0008686368,0.6130771,0.1272918,0.00007796142],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.247552,0.01483267,0.2151078,0.06078493,0.0007767727,0.001262235,0.00006630139,0.000554823,0.4590624],"genre_scores_gemma":[0.9341336,0.00445787,0.05585991,0.00117756,0.00007291159,0.0005902452,0.00002477555,0.00003799644,0.003645114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01564898,"threshold_uncertainty_score":0.08276069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656535481249512,"score_gpt":0.2597356600945018,"score_spread":0.2331703052820067,"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."}}