{"id":"W4399291280","doi":"10.21275/mr24503150105","title":"Impact of Financial Regulation on Arbitration Institutions and Corporate Compliance in India","year":2024,"lang":"en","type":"article","venue":"International Journal of Science and Research (IJSR)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Marriott International (Canada)","funders":"","keywords":"Compliance (psychology); Arbitration; Business; Accounting; Financial system; Finance; Political science; Law; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001850759,0.00006281646,0.00008539085,0.001534308,0.0001278329,0.000459706,0.0002471659,0.00002891284,0.00004225626],"category_scores_gemma":[0.0005288465,0.0000468347,0.00003476738,0.0008171543,0.0007819066,0.002292558,0.0000683191,0.0002341013,0.00001252946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629245,"about_ca_system_score_gemma":0.0005481262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107408,"about_ca_topic_score_gemma":0.00001397156,"domain_scores_codex":[0.998282,0.00001439049,0.0003031847,0.0001386452,0.001135345,0.0001264464],"domain_scores_gemma":[0.9981329,0.00006175305,0.0001740911,0.00004330536,0.001565119,0.00002278226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001304482,0.0001056045,0.01139375,0.00002774309,0.00001654285,0.00003749848,0.0001342003,0.0002370156,0.01697525,0.9658876,0.0008102413,0.004244093],"study_design_scores_gemma":[0.0005370945,0.0001366294,0.9047201,0.0006554579,0.000004517817,0.0000386049,0.00006518653,0.02901219,0.0008492651,0.06007887,0.003807358,0.00009476546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769361,0.00008295175,0.0001031597,0.001548921,0.0005113518,0.00009278071,0.000004682471,0.000005193987,0.02071488],"genre_scores_gemma":[0.9988552,0.00006748243,0.0000771496,0.0005358642,0.0004068827,0.000002135258,0.000004166724,0.00000306301,0.00004800635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9058087,"threshold_uncertainty_score":0.4432955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384329524611967,"score_gpt":0.4034245813430586,"score_spread":0.2649916288818619,"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."}}