{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003062321,0.00006176154,0.00008080958,0.000147618,0.0002927868,0.00003521744,0.0004704814,0.00004352109,0.00000880923],"category_scores_gemma":[0.0009142794,0.0000415486,0.0000140975,0.000378739,0.0004997631,0.0002707857,0.00007861031,0.0001758783,0.000008829819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086259,"about_ca_system_score_gemma":0.001128771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002247653,"about_ca_topic_score_gemma":0.00001519406,"domain_scores_codex":[0.9984281,0.0008179409,0.000255178,0.0001824324,0.0001820029,0.0001343504],"domain_scores_gemma":[0.9975941,0.001069612,0.0002044713,0.0004996885,0.0005987851,0.00003339826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005266951,0.000105188,0.0001469426,0.00001447685,0.000007027505,6.61947e-9,0.02030877,4.410943e-7,0.0008716005,0.5134711,0.001699018,0.4633702],"study_design_scores_gemma":[0.0001758296,0.00003959262,0.01212981,0.00006454792,0.000009204393,0.00001482522,0.01160896,0.001495367,0.003978326,0.4086606,0.5616812,0.0001417779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0721806,0.009442965,0.902076,0.008109193,0.002170956,0.0003963653,2.639609e-7,0.00003755984,0.005586113],"genre_scores_gemma":[0.8524486,0.00005686484,0.1438304,0.0000373388,0.00003409967,0.0001454781,8.086169e-7,0.000005251395,0.003441131],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.780268,"threshold_uncertainty_score":0.2251909,"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."}}