{"id":"W4407564801","doi":"10.1007/978-3-031-73639-1_2","title":"The Impact of AI on Economic Growth: A Take for Emerging Economies","year":2025,"lang":"en","type":"book-chapter","venue":"Future of business and finance","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Economics; Business; Economy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003864001,0.0003873019,0.00112889,0.0002517286,0.0001741273,0.00004701413,0.0003255965,0.0003031434,0.00005575984],"category_scores_gemma":[0.00005702772,0.0003460409,0.000397938,0.00004547784,0.0002063542,0.0001662837,0.00007801005,0.0002422094,0.00001594905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118861,"about_ca_system_score_gemma":0.0001578302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008753,"about_ca_topic_score_gemma":0.00007575643,"domain_scores_codex":[0.9981787,0.000004162456,0.0009254343,0.0006034845,0.00001688099,0.0002712961],"domain_scores_gemma":[0.9978778,0.0001810614,0.001247633,0.0005481488,0.0001160162,0.00002938212],"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":[0.0001878295,0.00001690589,0.001234821,0.0002603774,0.0001746549,2.972575e-7,0.00003948652,0.0001933332,7.778527e-7,0.975765,0.01101343,0.01111305],"study_design_scores_gemma":[0.0006898228,0.0002175782,0.01031096,0.0002001538,0.00002644594,0.000002331684,0.00000731613,0.0005765033,0.00003012216,0.43022,0.5572419,0.0004769195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06544902,0.1285093,0.001452718,0.0184928,0.0118127,0.003431683,0.01881268,0.00007307535,0.751966],"genre_scores_gemma":[0.7388995,0.06412885,0.0005299036,0.0002528894,0.003505896,0.0001560316,0.0002031542,0.0001880542,0.1921357],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6734505,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416824631741285,"score_gpt":0.2139757605342533,"score_spread":0.1998075142168405,"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."}}