{"id":"W2906352470","doi":"10.5038/2640-6489.3.2.1033","title":"Smart management systems (Triple Helix model) in Waterloo, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Global Business Insights","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Entrepreneurship; Corporate governance; Order (exchange); Smart city; Triple helix; Business; Geography; Public relations; Marketing; Management; Sociology; Political science; Engineering; Economics; Finance; Social science","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":[0.0003293648,0.0001923369,0.0003012505,0.0002705546,0.0001172072,0.0002316758,0.0003841997,0.00006411249,0.00003541272],"category_scores_gemma":[0.0000331993,0.0001511827,0.00003645022,0.002108529,0.0000315836,0.001378718,0.0001139847,0.0001083118,0.00005121555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223744,"about_ca_system_score_gemma":0.0001825161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.175697,"about_ca_topic_score_gemma":0.2119843,"domain_scores_codex":[0.9982309,0.00001177245,0.0007094003,0.0001926382,0.0005748135,0.0002804227],"domain_scores_gemma":[0.9976503,0.000006098312,0.0005354194,0.0002250291,0.001565685,0.00001750079],"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":[0.002672013,0.001503509,0.1355434,0.004935502,0.0009195679,0.003327021,0.0005872168,0.04756204,0.001869177,0.528387,0.2384274,0.03426611],"study_design_scores_gemma":[0.006203244,0.00008721073,0.2655509,0.001968472,0.0003627593,0.0002870632,0.001569961,0.0545374,0.0003278701,0.04272123,0.6247865,0.001597423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678346,0.0004532482,0.0007893452,0.003920118,0.005539358,0.0002441389,0.000002657372,0.00001793716,0.02119858],"genre_scores_gemma":[0.9938987,0.00002335964,0.0001902602,0.003257395,0.002439051,0.000003293377,0.000009870776,0.00001370036,0.000164403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856658,"threshold_uncertainty_score":0.8297921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398730752596514,"score_gpt":0.2125274899867886,"score_spread":0.1985401824608235,"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."}}