{"id":"W1715239343","doi":"","title":"STRUCTURE OF A WORK UNITS & WORK SYSTEMS","year":2007,"lang":"en","type":"article","venue":"ASAC","topic":"Engineering Technology and Methodologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Work (physics); Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000385027,0.000231926,0.0001841612,0.001060626,0.001605687,0.002871285,0.0008054314,0.0006629889,0.02842197],"category_scores_gemma":[0.001319013,0.0003060925,0.0003745929,0.001064464,0.001174497,0.001634804,0.001259524,0.0005356626,0.007125226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007466876,"about_ca_system_score_gemma":0.002350135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004259256,"about_ca_topic_score_gemma":0.002748828,"domain_scores_codex":[0.9994493,0.0001584262,0.00004570286,0.00009490538,0.0001473646,0.0001042495],"domain_scores_gemma":[0.9990572,0.0002320322,0.0001266883,0.0001356712,0.0002941125,0.0001541278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001673801,0.0002716494,0.006707413,0.0002493133,0.00003113714,0.0005126501,0.002542099,0.0191286,0.01107276,0.8467765,0.01038239,0.1021581],"study_design_scores_gemma":[0.0001372642,0.0007614225,0.0207845,0.0003379533,0.00008208757,0.0006936315,0.005255962,0.08379957,0.01503444,0.6000321,0.2729805,0.0001006209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1808923,0.0003296744,0.526808,0.001346246,0.0002158294,0.001144577,0.002572697,0.001364553,0.2853261],"genre_scores_gemma":[0.721011,0.0003088228,0.2074236,0.0001380225,0.00009640393,0.0007352614,0.002057923,0.000184445,0.06804445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02842197,"threshold_uncertainty_score":0.09508097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259828959831064,"score_gpt":0.2366337441901366,"score_spread":0.2106508482070302,"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."}}