{"id":"W24336417","doi":"10.22215/timreview/668","title":"University-SME Collaboration and Open Innovation: Intellectual-Property Management Tools and the Roles of Intermediaries","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Intermediary; Open innovation; Intellectual property; Business; Government (linguistics); Knowledge management; Open government; Public relations; Marketing; Open data; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.006048737,0.0002818096,0.0003601417,0.003904658,0.001348801,0.009175169,0.0007489752,0.001950394,0.009984961],"category_scores_gemma":[0.008853441,0.0001545624,0.0003909816,0.006595877,0.004923449,0.009646554,0.002471573,0.001306691,0.000494744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00403916,"about_ca_system_score_gemma":0.004911603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005175923,"about_ca_topic_score_gemma":0.006621967,"domain_scores_codex":[0.9957088,0.002797797,0.0001932134,0.0002227987,0.0007808891,0.0002964484],"domain_scores_gemma":[0.9775615,0.01667423,0.0028758,0.000652863,0.001747468,0.0004880545],"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":[0.00006180627,0.00004515582,0.004010985,0.002262929,0.00003787175,0.000280858,0.002376257,0.0007198778,0.0002070708,0.7814745,0.009061511,0.199461],"study_design_scores_gemma":[0.00002865896,0.000125203,0.01579751,0.01293887,0.00009707691,0.0009582636,0.007591397,0.002491068,0.0008542003,0.4552816,0.5037827,0.00005342609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03166554,0.722362,0.01244974,0.03733021,0.000795646,0.00005546379,0.0001296226,0.00006713488,0.1951446],"genre_scores_gemma":[0.6755876,0.3030374,0.005433911,0.001801175,0.001473044,0.00006745632,0.00008221573,0.00001803178,0.01249928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009984961,"threshold_uncertainty_score":0.03340304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295212813322248,"score_gpt":0.2453950153703524,"score_spread":0.2224428872371299,"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."}}