{"id":"W2107265084","doi":"10.25916/sut.26277130","title":"Implementing different concepts of lean production: workers' experience of lean production in North American transplants","year":2004,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lean manufacturing; Capitalism; Politics; Multinational corporation; Industrial relations; Production (economics); Diversity (politics); Marketing; Business; Economics; Sociology; Management; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001189176,0.0001701183,0.0004614684,0.001238418,0.0006014834,0.000008905761,0.0009078787,0.0001282418,0.0001585886],"category_scores_gemma":[0.000376521,0.0001814981,0.0001051503,0.004287411,0.004013033,0.0003255622,0.0002676816,0.0005511036,7.925182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366137,"about_ca_system_score_gemma":0.0003667867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02761761,"about_ca_topic_score_gemma":0.124018,"domain_scores_codex":[0.9970933,0.0001303835,0.0004254962,0.0005502921,0.0009381447,0.0008624418],"domain_scores_gemma":[0.9983867,0.00005248026,0.000332547,0.0005172252,0.0005976741,0.0001133091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002623755,0.001159542,0.8854701,0.00008300605,0.0001413818,0.00003597851,0.04119169,0.000177863,0.01921,0.01916658,0.0002254451,0.03287607],"study_design_scores_gemma":[0.002344428,0.0009098994,0.5224254,0.0005752713,0.00005637763,0.00000344779,0.3406948,0.000004595472,0.120191,0.002428936,0.009892936,0.0004729979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949005,0.0001126773,0.00005758488,0.003187323,0.0001144658,0.0007049674,0.00002063324,0.0000723035,0.0008296071],"genre_scores_gemma":[0.9979123,0.0008102165,0.0005266043,0.000004080252,0.00005068858,0.000003231531,0.000008326748,0.00001094273,0.0006735905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630448,"threshold_uncertainty_score":0.9986975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291359079989434,"score_gpt":0.3394803878872178,"score_spread":0.3065667970873235,"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."}}