{"id":"W182680913","doi":"10.1016/j.coem.2005.11.012","title":"10.1016/j.coem.2005.11.012","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Perception; Human factors and ergonomics; Work-related musculoskeletal disorders; Process (computing); Psychology; Computer science; Operations research; Applied psychology; Medicine; Engineering; Poison control; Medical emergency; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002153669,0.000617855,0.001492231,0.0003227764,0.00007335546,0.00005152994,0.0007035224,0.0005410796,0.9984773],"category_scores_gemma":[0.00001692188,0.000574147,0.0008161998,0.0002797268,0.00005778159,0.00004467084,0.0001135639,0.0004034245,0.9989899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011983,"about_ca_system_score_gemma":0.0001268604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008127213,"about_ca_topic_score_gemma":0.000002685047,"domain_scores_codex":[0.9975304,0.0001841104,0.0006446603,0.0007551863,0.0001427214,0.0007429409],"domain_scores_gemma":[0.9983812,0.0001103678,0.0001876601,0.0009863894,0.00002244568,0.0003119507],"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":[0.000008131866,0.00006663907,7.792877e-10,0.0004902903,0.0001307465,0.000007302929,0.000005283853,3.738204e-7,3.593025e-9,0.00001117436,0.3787266,0.6205534],"study_design_scores_gemma":[0.0001791753,0.00009273573,5.840986e-7,0.0009155516,0.000420676,0.0000240166,9.499039e-7,4.019509e-7,3.798148e-9,0.000005700613,0.997718,0.0006421756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.01509e-8,0.4882057,1.522976e-7,0.00002194042,0.00001243272,0.0004742939,0.00008306497,0.00007811068,0.5111243],"genre_scores_gemma":[2.651708e-9,0.2442249,0.0000182807,0.00002925719,0.0002925494,0.0002348915,0.000264285,0.0001440855,0.7547918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6199113,"threshold_uncertainty_score":0.999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962437864808535,"score_gpt":0.2785302693612699,"score_spread":0.2589058907131845,"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."}}