{"id":"W2899515558","doi":"10.1017/s0714980818000466","title":"The Unbearable Lightness of Being Retired","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Lightness; Psychology; Aesthetics; Art; Artificial intelligence; Computer science","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":[0.005063605,0.0002156211,0.0004167908,0.001264555,0.007911078,0.003892143,0.0008979564,0.001050838,0.008674518],"category_scores_gemma":[0.01065773,0.0002654641,0.0002629453,0.001043975,0.01048269,0.002544764,0.004390191,0.002056711,0.0005401696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339899,"about_ca_system_score_gemma":0.003783009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987076,"about_ca_topic_score_gemma":0.03078147,"domain_scores_codex":[0.9956808,0.002914737,0.0001112653,0.0002603912,0.0004797069,0.0005531103],"domain_scores_gemma":[0.993396,0.003363662,0.001159787,0.0003328292,0.0008576892,0.0008899767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004124152,0.00002568698,0.01173683,0.0001555827,0.000007890119,0.0004111094,0.9700162,0.00002973823,0.0005874881,0.006353442,0.001410825,0.009224006],"study_design_scores_gemma":[0.000001641589,0.00003080363,0.009383951,0.0001167335,0.000003740751,0.00009993718,0.9800406,0.00001804816,0.00007729783,0.0006494013,0.009567697,0.00001010305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686423,0.001210287,0.0009576205,0.008997514,0.0001891564,0.00003997737,0.00009713339,0.000009839067,0.01985621],"genre_scores_gemma":[0.9947944,0.0004681673,0.0001518614,0.0008132211,0.00002830619,0.00003253086,0.00001497887,0.000005191013,0.003691288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9801292,"threshold_uncertainty_score":0.03951019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589244976527106,"score_gpt":0.3070565803794946,"score_spread":0.2511641306142235,"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."}}