{"id":"W4404708996","doi":"10.3386/w33200","title":"Labor Force Transitions","year":2024,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics","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":[0.0007517572,0.0002966074,0.000296626,0.002231651,0.001129039,0.001725305,0.0005786855,0.0004713898,0.02343399],"category_scores_gemma":[0.004030741,0.0001849705,0.0006262974,0.002428274,0.0004569617,0.001133126,0.0009788316,0.0009063191,0.004491387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002897744,"about_ca_system_score_gemma":0.003601737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.207834,"about_ca_topic_score_gemma":0.2412701,"domain_scores_codex":[0.9992275,0.00009982843,0.00004172627,0.0001663653,0.0003034628,0.0001610562],"domain_scores_gemma":[0.9992918,0.0001968224,0.0001732526,0.00007986507,0.0001591673,0.00009909517],"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":[0.0002985272,0.0002807318,0.2424961,0.00043719,0.0001584008,0.0002922148,0.006009893,0.0206718,0.001801571,0.2851917,0.0733351,0.3690268],"study_design_scores_gemma":[0.00005293445,0.0001631416,0.5280755,0.0006525573,0.00008332094,0.0003304654,0.005707292,0.01330149,0.0005908684,0.09520625,0.3557395,0.0000967571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4271515,0.005445529,0.05590361,0.003638418,0.0004077439,0.001211775,0.1589322,0.001104571,0.3462048],"genre_scores_gemma":[0.8456076,0.003919751,0.01459875,0.0005141977,0.0000945449,0.000684629,0.03804783,0.0001403766,0.09639231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.207834,"threshold_uncertainty_score":0.4132485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3320185010911879,"score_gpt":0.5602007165056122,"score_spread":0.2281822154144243,"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."}}