{"id":"W4393108354","doi":"","title":"A case study of the effects of foam properties and support surface on seat pressure distribution","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Surface (topology); Distribution (mathematics); Surface pressure; Composite material; Mechanics; Mathematics; Physics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125981,0.00009844435,0.000149668,0.00003400141,0.0001418451,0.00002106074,0.0002334481,0.00005430077,0.00001880642],"category_scores_gemma":[0.0003717629,0.00007486472,0.00005977994,0.0002767679,0.0001406644,0.00003687212,0.0001940041,0.0001047707,0.000006302138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009581589,"about_ca_system_score_gemma":0.00002716013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853354,"about_ca_topic_score_gemma":0.00107159,"domain_scores_codex":[0.9975562,0.001733819,0.0002056474,0.0002334611,0.0001307741,0.0001400939],"domain_scores_gemma":[0.9982403,0.0005266004,0.0001518373,0.0007570878,0.0002835542,0.00004061479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003901098,0.01426328,0.3062834,0.002873278,0.001528261,0.0001819722,0.3670543,0.0004415365,0.06023797,0.1378699,0.01107287,0.09780312],"study_design_scores_gemma":[0.006603328,0.00006131813,0.8657577,0.001385641,0.0004332595,0.0001293544,0.02160236,0.003986773,0.09202424,0.0006044314,0.00667917,0.000732393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947548,0.0002053589,0.00007676754,0.000551898,0.0001247654,0.000585276,0.00003161784,0.00003826772,0.003631273],"genre_scores_gemma":[0.9949215,0.0000401798,0.00002139583,0.00001076119,0.000002184419,0.0000295442,0.00002454654,0.0000120423,0.004937858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5594744,"threshold_uncertainty_score":0.3052895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716115275586944,"score_gpt":0.2471912630920238,"score_spread":0.2300301103361544,"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."}}