{"id":"W4401905938","doi":"10.31219/osf.io/qvyd4","title":"Vigilance and tax fraud in early modern Catalonia","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Historical Studies in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vigilance (psychology); General partnership; Political science; Public relations; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620176,0.0002083544,0.0002057348,0.00135581,0.002805482,0.004022392,0.0005699149,0.0008635597,0.001675591],"category_scores_gemma":[0.001872657,0.0001882693,0.0001763872,0.001281348,0.006357739,0.00121783,0.002774701,0.00128171,0.000121629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01591166,"about_ca_system_score_gemma":0.00232129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1666459,"about_ca_topic_score_gemma":0.132418,"domain_scores_codex":[0.9990048,0.0004273411,0.00003135701,0.0001049383,0.00008491032,0.0003466825],"domain_scores_gemma":[0.9990934,0.0002670995,0.0003195958,0.00005895173,0.000140854,0.0001200809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003885223,0.00027643,0.1527995,0.0003551113,0.00008085048,0.003673964,0.5251308,0.001005959,0.001759747,0.2331409,0.005253937,0.07613427],"study_design_scores_gemma":[0.00003903373,0.0001611085,0.6008245,0.0007160393,0.00005027248,0.001189256,0.2075061,0.000637633,0.000469095,0.01279918,0.1755108,0.00009693536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638903,0.004464981,0.0001858358,0.002254665,0.00003887054,0.000007954081,0.00003679182,0.000004430238,0.0291163],"genre_scores_gemma":[0.9970297,0.0008685521,0.00006274851,0.0001460882,0.00001376208,0.000002746692,0.00001548266,0.000002044139,0.00185891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666459,"threshold_uncertainty_score":0.3313519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897166612796392,"score_gpt":0.3157184177285672,"score_spread":0.2967467516006033,"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."}}