{"id":"W4243376162","doi":"10.1016/s1365-6937(19)30195-9","title":"Mann+Hummel acquires Canada's Hardy Filtration","year":2019,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filtration (mathematics); Mathematics","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":[0.003332899,0.001089833,0.0009226424,0.004396528,0.0067046,0.004278005,0.001256063,0.0015525,0.1281663],"category_scores_gemma":[0.004287892,0.0006917307,0.0006484187,0.002493404,0.001609999,0.001717369,0.001514142,0.002293767,0.03110519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02370652,"about_ca_system_score_gemma":0.0756671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7976199,"about_ca_topic_score_gemma":0.8987995,"domain_scores_codex":[0.9936833,0.0001190992,0.0000762259,0.0004631819,0.004477023,0.001181228],"domain_scores_gemma":[0.9779828,0.0003179813,0.0002807425,0.0005549924,0.01430983,0.006553656],"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":[0.0002626389,0.0001429091,0.005703051,0.00008972248,0.00002256928,0.0003892523,0.0003008556,0.0002791497,0.005626724,0.01191699,0.7983518,0.1769144],"study_design_scores_gemma":[0.00002357585,0.0001161426,0.006246893,0.00004069981,0.00001263652,0.0002718002,0.0003062735,0.0007834439,0.003276831,0.0003637869,0.9885233,0.00003471075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03532876,0.008958002,0.01575634,0.04198449,0.008090894,0.0009386266,0.01138588,0.0105434,0.8670136],"genre_scores_gemma":[0.05306789,0.001314721,0.004435975,0.001943636,0.0003591756,0.0000286261,0.00277983,0.0005857141,0.9354845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2023801,"threshold_uncertainty_score":0.4287589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00992923247279961,"score_gpt":0.1984831152009735,"score_spread":0.1885538827281739,"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."}}