{"id":"W4417397237","doi":"10.2139/ssrn.5817962","title":"A Fiscal Epistemology of Information: Mapping Evidence Through the X-Y Coordinate of Cross-Border Capital and Intergenerational Capacity","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Economic Policies and Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Capital (architecture); Perspective (graphical); Human capital; Context (archaeology)","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003801017,0.0004385374,0.001250481,0.0003982433,0.0004177346,0.0002716921,0.0007984973,0.0004401683,0.000270404],"category_scores_gemma":[0.0008448585,0.000418918,0.0004666068,0.0002677466,0.0008871711,0.001621571,0.0006735507,0.00297884,0.00001540298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285341,"about_ca_system_score_gemma":0.002507748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981022,"about_ca_topic_score_gemma":0.0007149375,"domain_scores_codex":[0.9945153,0.0001289238,0.003080494,0.000402939,0.00009902214,0.001773324],"domain_scores_gemma":[0.9949835,0.0003760599,0.003686788,0.0005164922,0.0003406804,0.00009649115],"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":[0.0001308569,0.00007174512,0.02897707,0.0004446286,0.001176955,2.856263e-7,0.006947542,0.004172588,0.0000128213,0.9551594,0.0001520263,0.002754131],"study_design_scores_gemma":[0.001879117,0.0008182105,0.05016682,0.0008907671,0.0001109645,0.0007795874,0.004083162,0.007747215,0.0001615893,0.9176345,0.01491314,0.0008149154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185324,0.02603017,0.04175971,0.005090309,0.001789732,0.000476136,0.0006000791,0.000006045684,0.005715395],"genre_scores_gemma":[0.9519932,0.04525524,0.0002729026,0.0003207884,0.000266313,0.00001608491,0.0000157629,0.00001359618,0.001846165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04148681,"threshold_uncertainty_score":0.9998263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469719142630358,"score_gpt":0.3065174952540798,"score_spread":0.2718203038277762,"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."}}