{"id":"W3211994179","doi":"10.1111/capa.12437","title":"Moving and resisting Lean: Saskatchewan’s contested implementation of Lean healthcare","year":2021,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Health care; Government (linguistics); Lean manufacturing; Business; Resistance (ecology); Healthcare system; Public relations; Operations management; Public administration; Political science; Marketing; Engineering; Economic growth; Economics","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":[0.01051824,0.0003511817,0.0004815219,0.001388476,0.02317736,0.01164395,0.002589751,0.001951131,0.006039161],"category_scores_gemma":[0.01277407,0.000755753,0.0004969491,0.002960211,0.01149284,0.002648312,0.008456979,0.007127257,0.0004320835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1470367,"about_ca_system_score_gemma":0.3040523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9694132,"about_ca_topic_score_gemma":0.9915937,"domain_scores_codex":[0.9866409,0.005167338,0.0004483285,0.0008194127,0.002253657,0.004670414],"domain_scores_gemma":[0.9783447,0.008590195,0.0006759789,0.001237788,0.006874434,0.004277019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006072279,0.0004247742,0.107364,0.0006858826,0.0003724455,0.01010113,0.235445,0.005887321,0.009648346,0.3404407,0.09730864,0.1917145],"study_design_scores_gemma":[0.0001056045,0.0001827577,0.08450017,0.001326391,0.00009736869,0.0007019481,0.5396049,0.0029567,0.001894462,0.03562617,0.3325749,0.0004285853],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860738,0.00224078,0.002854698,0.1874085,0.0005250643,0.0002182147,0.0004175303,0.00008353606,0.120178],"genre_scores_gemma":[0.9684234,0.0010484,0.001752465,0.01427081,0.00002164648,0.00008415861,0.00009672564,0.00004978915,0.01425259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470367,"threshold_uncertainty_score":0.9893166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06597949428313085,"score_gpt":0.3965278334902222,"score_spread":0.3305483392070914,"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."}}