{"id":"W1966189164","doi":"10.2139/ssrn.1280216","title":"You're Fired! The Causal Negative Effect of Unemployment on Life Satisfaction","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Unemployment; Life satisfaction; Prima facie; Economics; Sample (material); Human capital; German; Demographic economics; Constraint (computer-aided design); Labour economics; Cornerstone; Psychology; Economic growth; Political science; Social psychology","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":[0.001725392,0.0002940794,0.0004803854,0.0008306524,0.001060782,0.001074234,0.0005035587,0.002152795,0.02718198],"category_scores_gemma":[0.01321125,0.0005483096,0.001365723,0.0007731594,0.0008078758,0.0009531398,0.00106281,0.002606207,0.00108051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413066,"about_ca_system_score_gemma":0.001314999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01340736,"about_ca_topic_score_gemma":0.0127153,"domain_scores_codex":[0.9988851,0.0005833082,0.00005629997,0.0001263494,0.0001218471,0.0002271742],"domain_scores_gemma":[0.9904007,0.005421969,0.001492063,0.0005219525,0.0006516788,0.001511526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00220123,0.001032891,0.9662237,0.000184,0.0005662719,0.0004695172,0.0005448771,0.000341391,0.0003724969,0.003221355,0.005376385,0.01946588],"study_design_scores_gemma":[0.0001754134,0.0002985636,0.9923391,0.0001257685,0.0003863571,0.0002585041,0.0009655543,0.0004262739,0.0001295335,0.003237908,0.00163579,0.00002119625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555051,0.003345962,0.0003455559,0.02690829,0.0007535049,0.000026848,0.002068581,0.00002810752,0.01101804],"genre_scores_gemma":[0.9951457,0.000804982,0.0001243101,0.00103267,0.0002774044,0.00001602602,0.0003709813,0.000007426175,0.002220478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02718198,"threshold_uncertainty_score":0.09093279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179867804663004,"score_gpt":0.3565169689557997,"score_spread":0.3247182909091696,"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."}}