{"id":"W1573748388","doi":"","title":"The Dynamics of US Labor Force Attachment","year":2000,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Multinomial distribution; Duration (music); Current Population Survey; Estimation; Dynamics (music); Work (physics); Population; Demographic economics; Economics; Set (abstract data type); Econometrics; Demography; Psychology; Sociology; Physics; Computer science; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004056597,0.0002905815,0.0005078003,0.0002614681,0.000665191,0.0002431275,0.001741701,0.0006263434,0.00006698466],"category_scores_gemma":[0.0004209286,0.0002703728,0.0002326666,0.0002845815,0.001418909,0.00008522774,0.0007551125,0.001546853,0.00000663603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129059,"about_ca_system_score_gemma":0.002084361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393897,"about_ca_topic_score_gemma":0.05301077,"domain_scores_codex":[0.9959173,0.0007222077,0.000795105,0.0007258271,0.0006486099,0.001190931],"domain_scores_gemma":[0.9970286,0.001019581,0.0002728604,0.001169942,0.0002686144,0.0002403843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002983825,0.0005469379,0.3112783,0.0003315282,0.0004323756,0.00003622223,0.02160691,0.04784014,0.00001830571,0.1311568,0.0003386944,0.4861154],"study_design_scores_gemma":[0.002089655,0.0003661485,0.2334275,0.0005907759,0.00007861248,0.000004803234,0.1127378,0.1203202,0.00002566809,0.08052775,0.4475787,0.002252534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7421669,0.0003900506,0.000007214738,0.001451229,0.000884296,0.001034228,0.0002174673,0.0000628521,0.2537857],"genre_scores_gemma":[0.8628683,0.1155092,0.0003424086,0.0001292173,0.0003692112,0.0001969387,0.00008836031,0.00009422264,0.02040209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4838628,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789971590376247,"score_gpt":0.3437095628332044,"score_spread":0.3158098469294419,"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."}}