{"id":"W4406232884","doi":"10.2139/ssrn.5091168","title":"Labour Market Dynamics of Minimum Wage Workers","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Minimum wage; Wage; Economics; Labour economics; Quarter (Canadian coin); Probit model; Demographic economics; Efficiency wage; Econometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006720716,0.00009313492,0.0003999241,0.0004582159,0.0006340726,0.001794627,0.0004410345,0.0007814406,0.008661193],"category_scores_gemma":[0.00307845,0.0001671546,0.0001636464,0.0005585779,0.0005548106,0.001556077,0.0006678231,0.00103988,0.000495961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006739313,"about_ca_system_score_gemma":0.0005100639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123216,"about_ca_topic_score_gemma":0.01033135,"domain_scores_codex":[0.9998223,0.00003969258,0.00000708033,0.00002062014,0.0000237494,0.00008668415],"domain_scores_gemma":[0.9988424,0.0005661973,0.0002098506,0.00003303339,0.00007573773,0.0002728368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385205,0.0009807459,0.4856783,0.0001459372,0.00008669809,0.001731929,0.01300767,0.02181336,0.004098196,0.4085295,0.01309494,0.04944756],"study_design_scores_gemma":[0.0001369868,0.000294574,0.5309815,0.0001503652,0.00003173315,0.0005526552,0.0193119,0.1268005,0.0004489829,0.3135388,0.007688822,0.00006325689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901624,0.000400724,0.001208615,0.00309559,0.00001247244,0.000007786253,0.0002802019,0.000006165439,0.004825997],"genre_scores_gemma":[0.9979983,0.0001291976,0.000068667,0.00003584432,0.0000161126,0.000004693723,0.00007526248,0.000002078894,0.001669926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123216,"threshold_uncertainty_score":0.02897453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085384830697487,"score_gpt":0.2165261659860696,"score_spread":0.2094407811553721,"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."}}