{"id":"W4413890433","doi":"10.1016/j.joep.2025.102848","title":"Multidimensional tax compliance attitude","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Psychology","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft; Economic and Social Research Council; Princeton University","keywords":"Compliance (psychology); Psychology; Social psychology; Business; Economics; Public economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172871,0.0002288813,0.0001975964,0.001735944,0.0006041474,0.00146565,0.0002735936,0.0004645169,0.005993596],"category_scores_gemma":[0.007413189,0.0001190949,0.000420243,0.001122768,0.0006103142,0.0009338537,0.0007421068,0.0006766984,0.0006471308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007672862,"about_ca_system_score_gemma":0.0005494192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722316,"about_ca_topic_score_gemma":0.001980531,"domain_scores_codex":[0.9987373,0.0004292466,0.0001427009,0.0001400211,0.0004405575,0.0001102314],"domain_scores_gemma":[0.9931046,0.001884359,0.002580368,0.0007112328,0.001233652,0.0004858318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008362701,0.0005905851,0.9352341,0.0000619729,0.0000636812,0.00005376428,0.003340727,0.001449662,0.001299862,0.006064754,0.001508388,0.05024881],"study_design_scores_gemma":[0.00001661067,0.0002575002,0.9703386,0.00005808839,0.00003252105,0.0001773233,0.004325243,0.01224455,0.00118133,0.006045118,0.005271922,0.00005122734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800454,0.0000278303,0.007041356,0.0002426399,0.00001227192,0.0001401838,0.0004470967,0.00005123552,0.01199184],"genre_scores_gemma":[0.9958991,0.00002919792,0.002972659,0.00004390675,0.000007695707,0.00008593229,0.0002899394,0.00000436178,0.0006672667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005993596,"threshold_uncertainty_score":0.02005059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08816872717313032,"score_gpt":0.3467874637877508,"score_spread":0.2586187366146204,"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."}}