{"id":"W4409798313","doi":"10.61091/jcmcc127b-362","title":"Research on regional economic high-quality development and fiscal policy regulation path under big data computing analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Big data; Quality (philosophy); Regional science; Economics; Macroeconomics; Computer science; Geography; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004710205,0.0002438227,0.0006951625,0.001925736,0.0008293252,0.0005096348,0.0007709208,0.0002162591,0.000004188299],"category_scores_gemma":[0.0005947971,0.0002278917,0.0000843505,0.001758609,0.0002269724,0.0003730416,0.001403652,0.0006697346,0.000004782149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869457,"about_ca_system_score_gemma":0.0002255331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387123,"about_ca_topic_score_gemma":0.00001392835,"domain_scores_codex":[0.9973536,0.00008137256,0.00128642,0.0003723281,0.0005568167,0.0003494505],"domain_scores_gemma":[0.9968875,0.0009724744,0.001027771,0.000557046,0.0005210281,0.00003419071],"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":[0.00004326666,0.0002665379,0.002474479,0.0001299782,0.000406739,0.000002756748,0.00007742244,0.0001350942,0.00003316639,0.9885142,0.001384473,0.006531913],"study_design_scores_gemma":[0.002798937,0.00007952769,0.02729568,0.0003633942,0.0002705815,0.000005690185,0.0009789701,0.01540859,0.0000718419,0.9491513,0.003279541,0.000295892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835036,0.00006049826,0.006368273,0.004661782,0.003480373,0.0001958945,0.000002243694,0.00004795768,0.001679371],"genre_scores_gemma":[0.9950848,0.000008639933,0.001838735,0.000241582,0.002765608,0.000001152213,0.00002842458,0.00001818183,0.00001288139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03936281,"threshold_uncertainty_score":0.9293156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991302638694145,"score_gpt":0.3563786591846247,"score_spread":0.2572483953152102,"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."}}