{"id":"W1961721256","doi":"10.3968/j.hess.1927024020120203.1540","title":"Study on the Operation Mechanism of Innovative Venturing Education Based on Social Need","year":2012,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Corporate venture capital; Business; Core (optical fiber); Social needs; Institution; Knowledge management; Marketing; Engineering; Sociology; Entrepreneurship; Computer science; Economics; Economic growth","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":[0.003776838,0.0003345059,0.0003132083,0.002056669,0.001072629,0.002692415,0.0007705486,0.0009194481,0.008645224],"category_scores_gemma":[0.008006531,0.0002833769,0.0007499665,0.0008656097,0.002650705,0.004341067,0.002137289,0.0007403392,0.0003068308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003215591,"about_ca_system_score_gemma":0.003592295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532611,"about_ca_topic_score_gemma":0.001029197,"domain_scores_codex":[0.9971979,0.001326106,0.0001536287,0.0003419595,0.0005225416,0.0004578809],"domain_scores_gemma":[0.9921807,0.004807199,0.001026702,0.0003875949,0.0009359032,0.0006619045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004805276,0.0007271267,0.1867434,0.000673052,0.0002182095,0.001037877,0.02585043,0.004710565,0.008464228,0.6939526,0.001187632,0.07595438],"study_design_scores_gemma":[0.0003246467,0.001832999,0.4632792,0.0007267238,0.0005186474,0.001480601,0.08384726,0.07575959,0.009626514,0.337548,0.02477111,0.0002847555],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825565,0.0003799777,0.04620489,0.00324535,0.00004885424,0.0004521714,0.0001097136,0.00008332822,0.06691921],"genre_scores_gemma":[0.997267,0.00006116436,0.001702605,0.00002580311,0.000005238182,0.00006120554,0.00001149558,0.00000328656,0.0008622978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008645224,"threshold_uncertainty_score":0.02892119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653692002910505,"score_gpt":0.2974540416545494,"score_spread":0.2709171216254443,"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."}}