{"id":"W4407044302","doi":"10.53469/jerp.2025.07(01).11","title":"The Dynamics of the Knowledge Economy: Innovation, Challenges, And the Future Economy of Time","year":2025,"lang":"en","type":"article","venue":"Journal of Educational Research and Policies","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Knowledge economy; Entrepreneurship; Quinary; Innovation economics; Knowledge transfer; Economic system; Business; Quaternary sector of the economy; Knowledge management; Economics; Information economy; Economy; Post-industrial economy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003017126,0.0002555407,0.0004405393,0.001748452,0.001805179,0.009427651,0.00077286,0.002233714,0.00397011],"category_scores_gemma":[0.006209588,0.0001986962,0.000456969,0.002504134,0.01115925,0.01929723,0.003451881,0.001961689,0.0005586274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00401314,"about_ca_system_score_gemma":0.002654071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900337,"about_ca_topic_score_gemma":0.001934201,"domain_scores_codex":[0.998599,0.0006393053,0.00004970391,0.0002111338,0.0003016804,0.0001991876],"domain_scores_gemma":[0.995793,0.002788797,0.0003565268,0.0003012574,0.0003469771,0.000413534],"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":[0.00001126475,0.000008418227,0.0005962279,0.00003624104,0.00000456165,0.00008402133,0.0007303135,0.001264838,0.0001078464,0.9881053,0.0008418753,0.008209134],"study_design_scores_gemma":[0.000004327702,0.00001052871,0.0006503268,0.00006856902,0.000002730224,0.0000802343,0.001383504,0.002640623,0.00008962477,0.9719098,0.02314653,0.000013091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1718271,0.05162514,0.1270114,0.280078,0.001148617,0.000101084,0.0004606936,0.000123356,0.3676246],"genre_scores_gemma":[0.9675751,0.0136644,0.008836578,0.00146706,0.0004901397,0.00007391169,0.00005283505,0.00002485549,0.007815074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009427651,"threshold_uncertainty_score":0.02911747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152838449444726,"score_gpt":0.3199730749824998,"score_spread":0.2684446904880526,"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."}}