{"id":"W6980616390","doi":"","title":"Collage: a tool to promote
\\nhealthy occupation
\\nand well-being in retirement","year":2011,"lang":"en","type":"dissertation","venue":"University of Brighton Repository (University of Brighton)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pension; Government (linguistics); State (computer science); Retirement age; Older people; Retirement planning; Life course approach; State government; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009772258,0.0004355585,0.001014977,0.00111928,0.001836456,0.00001423958,0.001033312,0.0009656084,0.002145126],"category_scores_gemma":[0.0000578086,0.0005462641,0.0003435151,0.0009479969,0.0002062117,0.0006805532,0.0002452981,0.001264614,0.0002785733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008294305,"about_ca_system_score_gemma":0.002114653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04091893,"about_ca_topic_score_gemma":0.03368312,"domain_scores_codex":[0.995532,0.0009515372,0.0007523606,0.0009301527,0.001106978,0.000726907],"domain_scores_gemma":[0.9956672,0.0003514016,0.001517668,0.0007927895,0.001311764,0.0003591903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.08399814,0.006325334,0.3318729,0.01800189,0.003063474,0.004044714,0.384857,0.0002395688,0.02855932,0.008293621,0.1135766,0.01716741],"study_design_scores_gemma":[0.007542701,0.00134787,0.7287344,0.00504305,0.0005982328,0.00001064028,0.05026224,0.0002158491,0.003715517,0.001007097,0.1999428,0.00157969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034251,0.00009819509,0.0001304132,0.0003365148,0.0008625561,0.002238118,0.00004748374,0.00006973156,0.09279187],"genre_scores_gemma":[0.6966996,0.0009327591,0.002746944,0.0001236244,0.0002438847,0.000002269318,0.0006254995,0.00008478468,0.2985407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3968614,"threshold_uncertainty_score":0.9996989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595850449063649,"score_gpt":0.3202923567998573,"score_spread":0.2943338523092209,"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."}}