{"id":"W2236329373","doi":"10.5539/ass.v12n1p30","title":"Retirement Planning & Job Satisfaction: Cushion to Avoid Bridge Employment?","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Job satisfaction; Psychology; Life satisfaction; Demographic economics; Labour economics; Social psychology; Economics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003463523,0.0001852412,0.0002112253,0.0001280687,0.002478982,0.0004375165,0.000663387,0.00009766998,0.0001781328],"category_scores_gemma":[0.0006040077,0.0001919885,0.00008567514,0.00137011,0.001197764,0.0006746565,0.0002082067,0.0001639651,0.0004694838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743293,"about_ca_system_score_gemma":0.0007622914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006136629,"about_ca_topic_score_gemma":0.005429604,"domain_scores_codex":[0.9955825,0.0002518958,0.0003420164,0.0006368781,0.002263525,0.000923185],"domain_scores_gemma":[0.9984722,0.00003197404,0.0001215014,0.0002933184,0.0002787909,0.0008022652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005506586,0.0001214169,0.5150536,0.00001639698,0.00001673909,0.000005795772,0.2653991,0.000006658679,0.001022859,0.03694496,0.04410942,0.137248],"study_design_scores_gemma":[0.0003004402,0.0001188731,0.8242722,0.0000410032,0.00001493264,6.486734e-7,0.0232449,9.559567e-7,0.0001256182,0.00429991,0.1471746,0.0004058634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4609022,0.00002308431,0.000414132,0.009492893,0.001492872,0.0006238408,0.000006167271,0.0001798969,0.5268649],"genre_scores_gemma":[0.996251,0.000006216468,0.00040429,0.0007413823,0.0009088428,0.00005079589,0.000002724999,0.00001333595,0.001621353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5353489,"threshold_uncertainty_score":0.9988196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3026554390221849,"score_gpt":0.4625338846876296,"score_spread":0.1598784456654447,"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."}}