{"id":"W4410767675","doi":"10.5539/hes.v15n3p55","title":"Strategies for Enhancing Innovative Behavior and Entrepreneurial Intent in Entrepreneurship Education","year":2025,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Entrepreneurship education; Psychology; Higher education; Mathematics education; Pedagogy; Political science; Economic growth; Economics","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":[0.001524474,0.0003199876,0.0001892459,0.0008934707,0.0008186041,0.002167938,0.0004306334,0.0005767932,0.003076842],"category_scores_gemma":[0.003377224,0.0001470152,0.0003181263,0.0004427008,0.000765715,0.001240772,0.001315454,0.0008320279,0.000437066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875561,"about_ca_system_score_gemma":0.002087397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005508158,"about_ca_topic_score_gemma":0.001843311,"domain_scores_codex":[0.9994555,0.0002665311,0.00002586215,0.0000497718,0.0000974489,0.000104842],"domain_scores_gemma":[0.9979814,0.0007994985,0.0002983769,0.00008870778,0.0001902416,0.000641908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001201734,0.01036615,0.114503,0.001108762,0.0001315549,0.0004739949,0.01436253,0.001531077,0.007060779,0.07657583,0.005456194,0.7683099],"study_design_scores_gemma":[0.0005228936,0.00545297,0.466987,0.004010141,0.0008837266,0.001228001,0.063144,0.01585327,0.01635257,0.2330812,0.1922853,0.0001988757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8567548,0.002564905,0.01608112,0.006814871,0.0001574703,0.0005951804,0.00004753977,0.0001188023,0.1168653],"genre_scores_gemma":[0.9761346,0.001564506,0.01588047,0.0005345891,0.0000251559,0.0002027921,0.00003022787,0.000008697353,0.00561902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003076842,"threshold_uncertainty_score":0.01029307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167588998638093,"score_gpt":0.3431624681582268,"score_spread":0.3014865781718458,"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."}}