{"id":"W1928892031","doi":"10.24908/pceea.v0i0.5882","title":"Teaching Technology-Based Entrepreneurship through a Universal Innovation Framework","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Entrepreneurship; Experiential learning; Event (particle physics); Knowledge management; Test (biology); Computer science; Business; Process management; Engineering; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003388774,0.0005024672,0.0003063245,0.0008386457,0.00151891,0.003726149,0.0012378,0.0009859834,0.003061949],"category_scores_gemma":[0.00245626,0.000220423,0.0004596037,0.0004997291,0.009595254,0.005204984,0.005071782,0.002425737,0.0003448359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003380154,"about_ca_system_score_gemma":0.004039321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114679,"about_ca_topic_score_gemma":0.002234355,"domain_scores_codex":[0.9979699,0.001253771,0.00005415605,0.0001726404,0.0003060356,0.0002435142],"domain_scores_gemma":[0.9983721,0.001092332,0.00007388915,0.0001359303,0.00008061441,0.0002452043],"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":[0.000006918821,0.00006306417,0.000267066,0.00007171586,0.000002506679,0.00006705936,0.00407272,0.001569632,0.0004755404,0.9661965,0.0005050148,0.02670213],"study_design_scores_gemma":[0.0000210067,0.0000973744,0.0005167594,0.0003819181,0.000007493378,0.0002015394,0.004289623,0.008776355,0.002688187,0.8797448,0.103257,0.00001782249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08772036,0.002748803,0.6538998,0.008090983,0.0002207311,0.0002122724,0.00002779432,0.0002615663,0.2468175],"genre_scores_gemma":[0.8089863,0.002205383,0.1735475,0.0004916914,0.00005040658,0.000294242,0.00002976324,0.00003824212,0.01435643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003726149,"threshold_uncertainty_score":0.02452481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591709054531123,"score_gpt":0.2139470840281367,"score_spread":0.1980299934828254,"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."}}