{"id":"W2141144096","doi":"10.5539/ass.v11n8p44","title":"Conception, Technology and Methods of Development of University System of Innovation Projects Commercialization Based on Effectuation","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Regional Economic Development and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Twente","keywords":"Commercialization; Context (archaeology); Process (computing); Process management; Promotion (chess); Innovation management; Business; Knowledge management; Innovation process; Computer science; Marketing; Work in process; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003873488,0.0002907834,0.0001667677,0.001882381,0.0008200274,0.00357318,0.0009987777,0.0006005453,0.004066724],"category_scores_gemma":[0.005233869,0.0002793488,0.0005052605,0.001025825,0.002304384,0.002465492,0.001766911,0.0006896851,0.000647014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516722,"about_ca_system_score_gemma":0.002204713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102384,"about_ca_topic_score_gemma":0.0005931355,"domain_scores_codex":[0.9965428,0.002014353,0.0001874255,0.0003208117,0.0007473984,0.0001872601],"domain_scores_gemma":[0.9976574,0.001074582,0.0001911929,0.0005194036,0.0004019439,0.0001553965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004349724,0.0001091376,0.005394663,0.0002996282,0.0000193165,0.0002499956,0.005547509,0.005388694,0.003323334,0.7131749,0.001659349,0.26479],"study_design_scores_gemma":[0.0001081147,0.0009689448,0.02377736,0.0008158875,0.00009523606,0.003005009,0.009010958,0.09651387,0.03714618,0.3985607,0.4297898,0.0002078874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0606172,0.001066688,0.81624,0.001013672,0.0001007493,0.0006514465,0.00006244961,0.000336472,0.1199113],"genre_scores_gemma":[0.6226379,0.001057963,0.3498552,0.00009514268,0.00005566527,0.0009166526,0.00009065315,0.00009597947,0.02519474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004066724,"threshold_uncertainty_score":0.02048516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827102833742482,"score_gpt":0.2830086742500498,"score_spread":0.244737645912625,"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."}}