{"id":"W7045305646","doi":"","title":"Adoption of lean manufaturing system with AIM of efficiency improvement within a late lean adopter company (a case study)","year":2018,"lang":"en","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lean project management; Lean laboratory; Lean manufacturing; Product (mathematics); Production (economics); Process (computing); Early adopter; New product development","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":[0.001512143,0.0002798303,0.0001992737,0.001058038,0.002894992,0.00208625,0.00103654,0.00176219,0.001617664],"category_scores_gemma":[0.002023851,0.0002575655,0.0003898651,0.001017792,0.001160632,0.001220313,0.0009207351,0.001213866,0.0002795044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075226,"about_ca_system_score_gemma":0.002039025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455868,"about_ca_topic_score_gemma":0.04369454,"domain_scores_codex":[0.998508,0.0005775882,0.00006877536,0.0001612253,0.0003254947,0.0003587513],"domain_scores_gemma":[0.9976177,0.0008066127,0.0004789998,0.0001234172,0.0003606108,0.0006127196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0008588888,0.009645079,0.3202056,0.0005953884,0.00009980169,0.1639624,0.3555012,0.003962545,0.02168696,0.01590426,0.004469311,0.1031087],"study_design_scores_gemma":[0.000165812,0.008470252,0.3310843,0.0004731297,0.0001387611,0.0263965,0.538925,0.01448151,0.01331588,0.001871345,0.06437151,0.0003060566],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970196,0.00006348607,0.0004628252,0.0002765434,0.000003741364,0.00004554434,0.00002053988,0.000007381286,0.002100434],"genre_scores_gemma":[0.9946785,0.000235427,0.001402095,0.0001515067,0.000007012154,0.00004703078,0.00003563719,0.000005663392,0.003437188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02455868,"threshold_uncertainty_score":0.04883146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098841697176084,"score_gpt":0.2533611635829325,"score_spread":0.2423727466111717,"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."}}