{"id":"W162052648","doi":"","title":"Inside the Triple Helix: An Integrative Conceptual Framework of the Academic Researcher's Activities, a Systematic Review","year":2010,"lang":"en","type":"review","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Sociology; Higher education; Institution; Government (linguistics); Competition (biology); Public relations; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1365131,0.001115936,0.003894602,0.02595978,0.002631578,0.01208229,0.002168909,0.003869799,0.00159948],"category_scores_gemma":[0.1303171,0.001121486,0.002478363,0.02307992,0.006835279,0.02007068,0.006674683,0.002653972,0.0003457456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006015562,"about_ca_system_score_gemma":0.03731672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107677,"about_ca_topic_score_gemma":0.008838299,"domain_scores_codex":[0.8444338,0.1283007,0.01244811,0.003235687,0.0106439,0.0009376648],"domain_scores_gemma":[0.7959358,0.1679234,0.0168177,0.006288821,0.01138952,0.001644619],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003850534,0.000156566,0.00746867,0.2121418,0.003441973,0.0006952887,0.0366038,0.002044021,0.001645407,0.2157771,0.02139466,0.4982456],"study_design_scores_gemma":[0.0003922202,0.0006911979,0.007083922,0.3713233,0.005604547,0.001383922,0.05081346,0.003255682,0.00125364,0.2777332,0.2802543,0.000210605],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01025442,0.8723639,0.04352865,0.06261958,0.001402803,0.002787684,0.0004852244,0.00009647018,0.006461337],"genre_scores_gemma":[0.2234122,0.5531366,0.1951949,0.0151427,0.0008011695,0.01007057,0.0004434765,0.00005471216,0.001743571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8634869,"threshold_uncertainty_score":0.721959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09573335874960506,"score_gpt":0.3379592921178496,"score_spread":0.2422259333682446,"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."}}