{"id":"W4403451409","doi":"10.2139/ssrn.4952636","title":"Behavioral Economics, Regulatory Compliance and Performance, And The Compliance Continuum","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Compliance (psychology); Behavioral economics; Economics; Psychology; Microeconomics; Social 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013117,0.0003863454,0.0005364126,0.0001600491,0.000624525,0.0009731336,0.0004021392,0.0001231746,0.00001525086],"category_scores_gemma":[0.00001184188,0.0002870892,0.0001516307,0.0001071463,0.0005775189,0.0003322927,0.001158826,0.002564536,0.00006164846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286005,"about_ca_system_score_gemma":0.0002816301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031999,"about_ca_topic_score_gemma":0.0007728185,"domain_scores_codex":[0.9976875,0.00002214463,0.0004803879,0.0004704773,0.0001737775,0.001165733],"domain_scores_gemma":[0.9989996,0.00002775572,0.0004848536,0.0003094467,0.0001583368,0.00002000799],"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":[0.0004751255,0.00005861735,0.02242702,0.0009818072,0.0006299023,0.000004780225,0.0002282002,0.0001440437,0.000007023095,0.8403139,0.004306114,0.1304235],"study_design_scores_gemma":[0.002044314,0.00003656298,0.0523761,0.0007810724,0.0003779346,0.0001849648,0.001107368,0.01379463,0.000001706458,0.9023519,0.02626414,0.0006793429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588464,0.02549453,0.000113001,0.005488991,0.001495677,0.0004752361,0.000004360136,0.00009555424,0.007986212],"genre_scores_gemma":[0.9826446,0.01124618,0.00003202508,0.0004911735,0.001725929,0.00003323613,0.000008267884,0.00004703695,0.003771527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297442,"threshold_uncertainty_score":0.9999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056221674203442,"score_gpt":0.2526637838644803,"score_spread":0.2221015671224459,"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."}}