{"id":"W3013006732","doi":"10.1007/s10961-020-09789-3","title":"Effective models of science, technology and engineering entrepreneurship education: current and future research","year":2020,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Commercialization; Entrepreneurship; Engineering ethics; Technology transfer; Face (sociological concept); Entrepreneurship education; Knowledge management; Management science; Sociology; Engineering; Political science; Computer science; Marketing; Business; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006739614,0.0000982288,0.0002026352,0.00126742,0.0001950091,0.00003132851,0.0004260695,0.00007287436,0.000005202112],"category_scores_gemma":[0.0001370982,0.00006362225,0.0000265713,0.002262844,0.001243,0.0004346041,0.0001639897,0.0005145474,0.000001029724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009951706,"about_ca_system_score_gemma":0.00004279325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003865974,"about_ca_topic_score_gemma":0.000001118544,"domain_scores_codex":[0.9991809,0.00001166575,0.000229645,0.000142965,0.0002338965,0.0002008893],"domain_scores_gemma":[0.9993003,0.00005830233,0.00006800992,0.00012375,0.0004336,0.00001606215],"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":[0.0002451609,0.0001789389,0.08691437,0.0006357143,0.0001314662,0.000006468942,0.00207107,0.0003065728,0.03296889,0.499542,0.0003820125,0.3766173],"study_design_scores_gemma":[0.00691643,0.002713865,0.1040277,0.002869908,0.001597267,0.0006671469,0.07725958,0.005373477,0.09331882,0.3845787,0.3187778,0.001899321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489633,0.0156723,0.0001377575,0.03460437,0.0002057808,0.0001700962,5.005154e-7,0.00002839907,0.000217425],"genre_scores_gemma":[0.996852,0.00261467,0.00005762536,0.0001090546,0.0003529076,0.000005783768,6.943537e-8,0.000006554123,0.000001336486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374718,"threshold_uncertainty_score":0.4579885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344657495138113,"score_gpt":0.2723449018495249,"score_spread":0.2488983268981437,"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."}}