{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351608,0.0001352017,0.0001630735,0.0002723968,0.000716864,0.0006954856,0.0002358714,0.0003944525,0.006051091],"category_scores_gemma":[0.001205627,0.00008981764,0.0001741447,0.0003489493,0.0004106502,0.0004558825,0.0005822789,0.0006384063,0.0003686724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771172,"about_ca_system_score_gemma":0.001241076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256345,"about_ca_topic_score_gemma":0.01150958,"domain_scores_codex":[0.9997445,0.0001006797,0.00001296311,0.00001712953,0.00004665032,0.0000780694],"domain_scores_gemma":[0.999404,0.00009342611,0.000124147,0.00001864478,0.00005298877,0.000306761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001493723,0.0004597298,0.5880537,0.0003661981,0.00004861282,0.0006467248,0.009663328,0.0001601231,0.002236806,0.002741287,0.01159734,0.3838768],"study_design_scores_gemma":[0.00001511901,0.0002616389,0.9648062,0.0001985759,0.0000229599,0.0004494561,0.01843487,0.0003644541,0.0003895844,0.001091466,0.01395214,0.00001363821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685588,0.002455127,0.0008214122,0.01849765,0.0002183049,0.00002771761,0.00008500043,0.00003145733,0.009304479],"genre_scores_gemma":[0.996881,0.0006083312,0.0003254512,0.000697124,0.00005595345,0.000009868668,0.00003110138,0.000003264263,0.00138795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006051091,"threshold_uncertainty_score":0.02024293,"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."}}