{"id":"W7045262138","doi":"","title":"The ageing population and implication to product design","year":2005,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Population ageing; Population; Quarter (Canadian coin); Product (mathematics); World population; Ageing society; Anthropometry","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"],"consensus_categories":[],"category_scores_codex":[0.0003357414,0.0003546072,0.0002588552,0.0004117381,0.001692281,0.0001794026,0.0005336606,0.0001765095,0.00009898181],"category_scores_gemma":[0.0000220536,0.0003790401,0.0001818962,0.0005546181,0.0003487432,0.001028718,0.0001806205,0.0003156266,0.0001608093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008280379,"about_ca_system_score_gemma":0.0002142089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004343907,"about_ca_topic_score_gemma":0.00001292102,"domain_scores_codex":[0.9976631,0.0001884242,0.0003329668,0.000878979,0.000333239,0.000603317],"domain_scores_gemma":[0.9985183,0.0001513588,0.0002093244,0.0006044814,0.0001902874,0.0003261763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007739318,0.0003540826,0.002429146,0.00004679918,0.0004933081,0.0004354456,0.00171613,0.3268264,0.01117217,0.6036324,0.006266055,0.04585417],"study_design_scores_gemma":[0.006314264,0.001158016,0.5676748,0.0002284523,0.0009923351,0.002002755,0.01240429,0.07264039,0.001782648,0.002928641,0.3282496,0.003623739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414058,0.0003414832,0.008403904,0.004836936,0.0007079482,0.0008507682,0.00002208202,0.0001739562,0.04325707],"genre_scores_gemma":[0.9920422,0.00005630048,0.002368061,0.0002972121,0.0004142695,0.00002080458,0.00006661931,0.00003289707,0.004701662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6007037,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115264835707278,"score_gpt":0.2356271645004767,"score_spread":0.2244745161434039,"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."}}