{"id":"W4404720403","doi":"10.2139/ssrn.5032563","title":"Labor Force Transitions","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Labour economics; Economics","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":[0.0006173739,0.0001807158,0.0002028283,0.00198983,0.002856531,0.002545271,0.0005757841,0.001021935,0.05838934],"category_scores_gemma":[0.00211892,0.0001780275,0.0003795553,0.002110109,0.0004457922,0.001394906,0.002091107,0.001610233,0.009998328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415279,"about_ca_system_score_gemma":0.003905228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03473735,"about_ca_topic_score_gemma":0.05548132,"domain_scores_codex":[0.9991361,0.00009430535,0.00002638816,0.0001157773,0.0001221588,0.0005051055],"domain_scores_gemma":[0.9993373,0.00009303002,0.00009886689,0.00004096424,0.0001236309,0.0003061782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008482262,0.001058796,0.2057217,0.0002831738,0.00003775643,0.0007915288,0.0250802,0.001344016,0.002102753,0.2409412,0.1599023,0.3618885],"study_design_scores_gemma":[0.00005982626,0.000244713,0.4557696,0.0003083622,0.00001501974,0.0002282267,0.03173553,0.0008370369,0.000965336,0.01555793,0.4942476,0.00003076011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4898613,0.001949769,0.001746179,0.01600682,0.0006656218,0.0003052466,0.01138157,0.0002607862,0.4778228],"genre_scores_gemma":[0.7448927,0.0008271167,0.0004120337,0.001471206,0.0001239224,0.0002046003,0.003787885,0.00004160519,0.248239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05838934,"threshold_uncertainty_score":0.1953318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007229777750814691,"score_gpt":0.2835725352455351,"score_spread":0.2763427574947204,"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."}}