{"id":"W4402430273","doi":"10.2139/ssrn.4952068","title":"Decentralization of Information Production","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Decentralization; Production (economics); Business; Economics; Market economy; Microeconomics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002049311,0.0002517819,0.0008490676,0.001388929,0.0009552858,0.002954205,0.0006987366,0.0006803439,0.02237659],"category_scores_gemma":[0.01142801,0.0004928065,0.000822879,0.001305939,0.001963437,0.004210339,0.002760552,0.001561691,0.00190225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711254,"about_ca_system_score_gemma":0.001354408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170304,"about_ca_topic_score_gemma":0.001171297,"domain_scores_codex":[0.9979693,0.0005272946,0.0001092677,0.0007082548,0.0003553538,0.0003305666],"domain_scores_gemma":[0.9861522,0.005841966,0.001430676,0.004826377,0.001141603,0.0006071255],"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":[0.0003376111,0.0001351918,0.004923546,0.0001773085,0.00008061132,0.0001487076,0.0007764471,0.02062374,0.004766789,0.9134443,0.004248414,0.05033726],"study_design_scores_gemma":[0.00007830938,0.0000775946,0.01357189,0.0000445714,0.00004623343,0.0002301066,0.0003643246,0.0542828,0.003531504,0.916078,0.01166651,0.00002814257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4807085,0.001351552,0.2754642,0.004755364,0.0002217404,0.0001271074,0.0007322156,0.0008357748,0.2358035],"genre_scores_gemma":[0.9805095,0.0001555681,0.004986266,0.00008296498,0.00009093776,0.0000255454,0.00009173556,0.00006302699,0.01399437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9970458,"threshold_uncertainty_score":0.07485718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063234369191124,"score_gpt":0.213723590620045,"score_spread":0.2046603562508539,"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."}}