{"id":"W4409603760","doi":"10.61091/jcmcc127b-186","title":"Computing-based Innovation and Entrepreneurship Education Curriculum Design and Its Practical Research in Cultivating Innovative Abilities","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Entrepreneurship; Entrepreneurship education; Engineering ethics; Knowledge management; Mathematics education; Engineering management; Pedagogy; Sociology; Engineering; Psychology; Computer science; Business","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":[0.002447755,0.0003499904,0.000263564,0.001192005,0.0005406077,0.001823472,0.0006500863,0.0005996273,0.003467483],"category_scores_gemma":[0.006057605,0.0001913083,0.0004475227,0.0009899433,0.001548595,0.002020341,0.00105618,0.0006213171,0.0004308685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049782,"about_ca_system_score_gemma":0.002504516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007445375,"about_ca_topic_score_gemma":0.0009797142,"domain_scores_codex":[0.998138,0.001241293,0.00009393624,0.0001675288,0.000264866,0.0000944298],"domain_scores_gemma":[0.9969574,0.002070322,0.0001678818,0.0002140285,0.0003611651,0.0002291947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005723666,0.0008251925,0.01074774,0.001124576,0.00004990528,0.0001021646,0.002122336,0.01273765,0.004597437,0.4608663,0.002304565,0.5044648],"study_design_scores_gemma":[0.0001757029,0.001783997,0.02333123,0.001404487,0.0001722512,0.0006533575,0.006114033,0.1204716,0.01734814,0.6566564,0.1717722,0.0001166962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1714927,0.004038103,0.6998143,0.004981919,0.000265795,0.001145928,0.00008110084,0.0002580698,0.1179221],"genre_scores_gemma":[0.6837124,0.002627723,0.303837,0.000332989,0.0000555275,0.001021214,0.00007919855,0.00003959786,0.008294348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003467483,"threshold_uncertainty_score":0.01294512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07339847063881638,"score_gpt":0.4140148253504373,"score_spread":0.3406163547116209,"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."}}