{"id":"W1484655361","doi":"10.1109/picmet.1991.183735","title":"Transfer of advanced manufacturing technology from universities to industry","year":2002,"lang":"en","type":"article","venue":"Technology Management : the New International Language","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Technology transfer; Manufacturing; Engineering management; Business; Knowledge management; Engineering; Management; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001022976,0.0001857795,0.0001697335,0.001615817,0.0001041712,0.00005371197,0.001160284,0.000172126,0.002554322],"category_scores_gemma":[0.00001556029,0.0001605577,0.00005484243,0.0009732501,0.0001025596,0.0003217074,0.0006603695,0.000307665,0.0005789736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008243082,"about_ca_system_score_gemma":0.000003870379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007395227,"about_ca_topic_score_gemma":0.00005276067,"domain_scores_codex":[0.9989121,0.000004395006,0.0002815633,0.0003015019,0.0002600448,0.0002403726],"domain_scores_gemma":[0.9993646,0.00001438522,0.0001007334,0.0004305052,0.00008045372,0.000009352582],"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":[0.00002851033,0.00007107265,0.0002507807,0.0000259096,0.0002221379,0.00003944189,0.0001955855,0.0001054906,0.001104011,0.907496,0.008112717,0.08234829],"study_design_scores_gemma":[0.002031961,0.00003246715,0.0008526541,0.0001656628,0.0001557732,0.000002809316,0.04792062,0.0006695049,0.02128149,0.02478595,0.9015884,0.0005127024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.497391,0.0001315243,0.0009681653,0.04077932,0.0006612508,0.0004514632,0.000008547892,0.0005218249,0.4590869],"genre_scores_gemma":[0.9722502,0.00001077696,0.000774652,0.002611297,0.0002502677,0.00002667845,0.00001893167,0.00002139601,0.02403582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8934757,"threshold_uncertainty_score":0.9983575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782297845024323,"score_gpt":0.2162427164502869,"score_spread":0.2084197380000437,"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."}}