{"id":"W4237619798","doi":"10.1016/s1359-6128(21)00055-0","title":"Alfa Laval invests in AMI Global","year":2021,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.003610559,0.001010915,0.0005159643,0.001455109,0.00199616,0.005957919,0.0009793713,0.003531568,0.1336984],"category_scores_gemma":[0.008131159,0.000276752,0.0005682107,0.0008652869,0.001063081,0.003050692,0.00220655,0.003065381,0.05342637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003766602,"about_ca_system_score_gemma":0.006930517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009292613,"about_ca_topic_score_gemma":0.01660125,"domain_scores_codex":[0.9969329,0.0002795817,0.00006293455,0.0003018399,0.001886195,0.0005365446],"domain_scores_gemma":[0.9908736,0.0006873008,0.0002907402,0.0003250198,0.003197882,0.004625442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001908801,0.00009244445,0.0009103351,0.0000709505,0.00001208627,0.0004166629,0.00009767283,0.0001749209,0.001651367,0.01499799,0.9117892,0.06959546],"study_design_scores_gemma":[0.00001709115,0.00006754968,0.0008057446,0.00003804206,0.000006882377,0.0002631537,0.000129937,0.0003569443,0.0006401709,0.0009907529,0.9966723,0.00001127952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01312327,0.01254116,0.006833581,0.2634994,0.04327118,0.0001618577,0.003066747,0.008212964,0.6492899],"genre_scores_gemma":[0.05539408,0.003934733,0.003829608,0.02390116,0.004335031,0.00004061927,0.001918382,0.001006283,0.9056401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1336984,"threshold_uncertainty_score":0.4472657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747401511503777,"score_gpt":0.2410070207154528,"score_spread":0.223533005600415,"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."}}