{"id":"W4406345431","doi":"10.2139/ssrn.5095914","title":"Easy Come, Easy Go Relationship Spending on Loan Access and Investment Efficiency","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Loan; Investment (military); Business; Economics; Monetary economics; Finance; Financial system; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00226241,0.0003695916,0.0003813702,0.0005909629,0.0004629816,0.0008741097,0.001994673,0.0002067322,0.000007922617],"category_scores_gemma":[0.0001239127,0.0003535828,0.0001322215,0.0002720577,0.00005217821,0.0003990996,0.001607438,0.003722933,0.00004427864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002370894,"about_ca_system_score_gemma":0.00470935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003088287,"about_ca_topic_score_gemma":0.0001296903,"domain_scores_codex":[0.9963009,0.0001708497,0.0006322589,0.000734647,0.0003299106,0.001831419],"domain_scores_gemma":[0.9985781,0.0002086111,0.0004454781,0.0004837851,0.00005444521,0.0002296217],"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":[0.00001213281,0.00006043437,0.03070662,0.00003520454,0.00009519847,0.000006985314,0.0001551007,0.0008211365,0.00000140903,0.9624737,0.000127069,0.005504995],"study_design_scores_gemma":[0.0006684388,0.0001568756,0.04156598,0.0002797792,0.00002628795,0.000176294,0.00004307719,0.004545177,0.00005066235,0.9504818,0.001508172,0.0004974373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2763021,0.006876288,0.5852308,0.003896318,0.003978322,0.001208432,0.00001093396,0.0002950216,0.1222019],"genre_scores_gemma":[0.9907532,0.001436817,0.001997187,0.0007507098,0.0001825208,0.00002498446,0.000007696418,0.00001614287,0.00483069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7144512,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609920312052074,"score_gpt":0.2749945805571156,"score_spread":0.2488953774365949,"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."}}