{"id":"W1961268745","doi":"10.25336/p6qs3k","title":"Productivity and Patterns at Mid-Life: Family and Work","year":2000,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Employment and Social Development Canada; Western University","funders":"","keywords":"Productivity; Work (physics); Work productivity; Economics; Demographic economics; Sociology; Economic growth; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001062028,0.000108064,0.0001543033,0.0001227312,0.0002852567,0.00004767123,0.00003133504,0.00002894632,0.00003115641],"category_scores_gemma":[0.00007548141,0.00009797612,0.00001016396,0.0002452837,0.00006339112,0.0003364665,0.00005410942,0.00005280687,0.00001389267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009644625,"about_ca_system_score_gemma":0.000006369914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1381765,"about_ca_topic_score_gemma":0.6096526,"domain_scores_codex":[0.9993795,0.000006777508,0.0001234179,0.0002207882,0.00006883989,0.0002007026],"domain_scores_gemma":[0.9998176,0.00001318805,0.00003337821,0.00008048086,0.00003395312,0.00002144277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001014372,0.000003728857,0.975749,0.00006652196,0.00001834009,0.000006318498,0.000278014,0.000009096951,0.000001512176,0.0003231083,0.001849068,0.02168511],"study_design_scores_gemma":[0.0001672439,0.000002167969,0.9608113,0.00004292611,0.0000154623,4.445704e-7,0.0002314055,0.0000134485,3.942465e-7,0.0003482499,0.03824752,0.0001194701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919535,0.003402007,1.411788e-7,0.001687762,0.0002255011,0.0001483337,0.000004412621,0.00001957099,0.002558755],"genre_scores_gemma":[0.998005,0.0001944989,0.000005476973,0.000860842,0.0003733395,0.00001586217,0.00001133971,0.000008451398,0.0005251289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4714761,"threshold_uncertainty_score":0.8675625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317602547814213,"score_gpt":0.2429816587813337,"score_spread":0.2112214039999123,"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."}}