{"id":"W6981609122","doi":"","title":"Ergonomic redesign of an assembly workstation for heat exchanger assembly at Alfa Laval","year":2025,"lang":"en","type":"article","venue":"University Library of Skövde (University of Skövde)","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workstation; Brainstorming; Human factors and ergonomics; Manual handling; Process (computing); Field (mathematics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002055991,0.001369588,0.0006109911,0.001314722,0.002068983,0.001451266,0.001183441,0.001336584,0.005913272],"category_scores_gemma":[0.001869937,0.0005225333,0.001108665,0.000362816,0.000548828,0.0006436175,0.001133302,0.0008796863,0.001879301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337444,"about_ca_system_score_gemma":0.002714153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345431,"about_ca_topic_score_gemma":0.01630113,"domain_scores_codex":[0.9988175,0.0003690875,0.00005730329,0.0002218921,0.000332329,0.0002018948],"domain_scores_gemma":[0.9988095,0.00021936,0.00009603476,0.0002678582,0.0003861695,0.0002211475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005511715,0.00451916,0.05458433,0.001620279,0.0002336052,0.007053485,0.01649903,0.0405699,0.4125684,0.0009496399,0.009105091,0.4467853],"study_design_scores_gemma":[0.0009695318,0.02910949,0.5374579,0.000843942,0.0008121019,0.003982669,0.021978,0.1153883,0.1369207,0.001106989,0.150623,0.0008073751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9611064,0.0004963175,0.02876668,0.0003938195,0.0002042029,0.0007248192,0.0004417045,0.002702731,0.0051633],"genre_scores_gemma":[0.926943,0.0003220286,0.05781554,0.00008556068,0.00006237983,0.0003635178,0.0008826862,0.0001936268,0.01333148],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01345431,"threshold_uncertainty_score":0.026752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207534042587184,"score_gpt":0.1793618662129293,"score_spread":0.1586084619542109,"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."}}