{"id":"W2365971020","doi":"","title":"The History Development of Knowledge Construction Research——The triple helix of theory,technology and practice","year":2013,"lang":"en","type":"article","venue":"Modern Distance Education","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitality; Construct (python library); Technology development; Engineering ethics; Knowledge management; Sociology; Computer science; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02067045,0.0006869704,0.0009724763,0.005685546,0.00580174,0.01732726,0.001449967,0.004544739,0.00405274],"category_scores_gemma":[0.01753956,0.0006619993,0.0005498425,0.006631664,0.06782956,0.0168897,0.00744599,0.007828685,0.001305495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01751975,"about_ca_system_score_gemma":0.01650821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007417833,"about_ca_topic_score_gemma":0.004382501,"domain_scores_codex":[0.9766495,0.01613837,0.001007358,0.002151791,0.003429129,0.0006238844],"domain_scores_gemma":[0.9640674,0.02655055,0.001226931,0.00316834,0.003588305,0.001398439],"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":[0.00002472686,0.000022489,0.0003129999,0.0002625073,0.000008699004,0.00005086068,0.006952043,0.0001110682,0.0001410593,0.9439157,0.01086109,0.03733681],"study_design_scores_gemma":[0.00001590673,0.00003657639,0.000563161,0.001112157,0.000005107831,0.0001538257,0.003741964,0.0002915625,0.000289392,0.5025117,0.4912464,0.00003226654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01429877,0.2613087,0.1036196,0.2760917,0.00918373,0.0003892961,0.0004128064,0.0003637418,0.3343316],"genre_scores_gemma":[0.5968242,0.1764853,0.1046135,0.05273568,0.01129536,0.001240162,0.0004704599,0.0006906427,0.0556447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02067045,"threshold_uncertainty_score":0.1271152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05588062517178801,"score_gpt":0.3777192877974229,"score_spread":0.3218386626256349,"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."}}