{"id":"W2109820501","doi":"10.3386/w10186","title":"Stressed Out on Four Continents: Time Crunch or Yuppie Kvetch?","year":2003,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Alfred P. Sloan Foundation","keywords":"Crunch; Geology; Climatology; Biology","routes":{"ca_aff":false,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008584125,0.0002979903,0.0006695923,0.0008332765,0.0004902937,0.0001768274,0.000948805,0.0007874257,0.003328366],"category_scores_gemma":[0.005352226,0.0002827305,0.0002435789,0.0002988193,0.0005910204,0.0001736442,0.0001085878,0.0009159915,0.001146118],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003266332,"about_ca_system_score_gemma":0.01454474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004116022,"about_ca_topic_score_gemma":0.003071392,"domain_scores_codex":[0.9934884,0.0006110345,0.0008385231,0.0007329664,0.003529827,0.000799262],"domain_scores_gemma":[0.993621,0.001883846,0.0004468088,0.0004140639,0.003374066,0.0002602506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001843015,0.00041708,0.005385065,0.0001763694,0.0005230376,0.00002999573,0.001496326,0.0003480727,0.00007869925,0.1819224,0.8083173,0.001121408],"study_design_scores_gemma":[0.002021141,0.0004199856,0.004855234,0.0003890875,0.00006168207,0.00000817451,0.003044444,0.0005370968,0.00004762579,0.1572834,0.8302922,0.001039893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008541666,0.0002456093,0.00000442667,0.001406342,0.001556979,0.0008736204,0.0004552648,0.00003412097,0.986882],"genre_scores_gemma":[0.268689,0.005970458,0.000319277,0.0001914363,0.003335182,0.0001629734,0.001048808,0.000122456,0.7201604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2667216,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4137800165164997,"score_gpt":0.5226222846885459,"score_spread":0.1088422681720462,"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."}}