{"id":"W2883145524","doi":"10.1080/00207543.2018.1498986","title":"Investing in lean manufacturing practices: an environmental and operational perspective","year":2018,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Perspective (graphical); Lean manufacturing; Manufacturing engineering; Engineering; Business; Operations management; Process management; Computer science","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":[0.003534034,0.00008409056,0.00008785337,0.001245385,0.0001763218,0.0004286123,0.0003403202,0.00002926777,0.0003163397],"category_scores_gemma":[0.001726797,0.00007996124,0.00002138388,0.0001716106,0.0002195302,0.003276349,0.0002639359,0.0003658647,0.00004182223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004802778,"about_ca_system_score_gemma":0.00006408649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006955242,"about_ca_topic_score_gemma":0.0001915265,"domain_scores_codex":[0.9981542,0.00005988264,0.0002985375,0.000256918,0.00101215,0.000218373],"domain_scores_gemma":[0.9985132,0.00005947275,0.0003591678,0.0001045381,0.0009417503,0.0000219178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003964213,0.003503564,0.6092917,0.0003332929,0.000934113,0.001649207,0.01739085,0.004715222,0.05622441,0.1825411,0.02033935,0.09911293],"study_design_scores_gemma":[0.004493293,0.0006538437,0.4105544,0.0004087964,0.00006197852,0.0007025291,0.2312813,0.01132956,0.01423786,0.1224401,0.2029374,0.0008990117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836081,0.00005399466,0.00006443927,0.01252553,0.000692322,0.0001823559,3.890956e-7,0.000009321578,0.002863577],"genre_scores_gemma":[0.992014,0.00002625471,0.0006317432,0.0003111014,0.006568112,0.000005952951,0.000004205013,0.00001332502,0.000425289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138904,"threshold_uncertainty_score":0.4133118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09480921049396501,"score_gpt":0.3906792100274548,"score_spread":0.2958699995334897,"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."}}