{"id":"W2144283588","doi":"10.7202/1027020ar","title":"Inventions for Industry. Canadian Patents and Development Limited and the Commercialization of University Research in Canada","year":2014,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Commercialization; Technology transfer; Government (linguistics); Scholarship; Political science; Business; Public relations; Marketing; International trade; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002130281,0.0003566694,0.0003153242,0.004945524,0.01538215,0.01120866,0.001061696,0.003297153,0.01887954],"category_scores_gemma":[0.0108785,0.0004126827,0.0003795021,0.009742644,0.007966979,0.003265791,0.00228404,0.002950908,0.001045802],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1705976,"about_ca_system_score_gemma":0.2259624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884776,"about_ca_topic_score_gemma":0.994258,"domain_scores_codex":[0.994944,0.0003152251,0.0001357394,0.0003677396,0.002851408,0.001385923],"domain_scores_gemma":[0.9939521,0.001408411,0.0006676468,0.0001857634,0.00259033,0.00119576],"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":[0.00007270494,0.00002445593,0.007099929,0.0003053074,0.0000175536,0.0006804037,0.005566114,0.0004797407,0.0001694073,0.7817663,0.1263694,0.0774487],"study_design_scores_gemma":[0.00001639593,0.00001373267,0.01844655,0.0003457528,0.00002378025,0.0001524912,0.002678745,0.0003362063,0.0002175241,0.01918628,0.958527,0.00005549411],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04071114,0.08593932,0.001213907,0.1217314,0.001241037,0.0001217952,0.005244354,0.00009796971,0.7436991],"genre_scores_gemma":[0.679324,0.05016236,0.002097308,0.009387785,0.0003487822,0.00006234212,0.001276789,0.00007079713,0.2572699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9846178,"threshold_uncertainty_score":0.9619893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604885406026598,"score_gpt":0.3407306590226376,"score_spread":0.1802421184199778,"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."}}