{"id":"W4249034808","doi":"10.1016/s1365-6937(05)70906-0","title":"Alfa Laval AB, Sweden","year":2005,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001294699,0.003852104,0.001705162,0.003949926,0.003023277,0.003822615,0.002230413,0.002361974,0.1986025],"category_scores_gemma":[0.001441247,0.001194439,0.001065307,0.001541462,0.0009262437,0.001322238,0.00282342,0.001610259,0.2737097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403399,"about_ca_system_score_gemma":0.003368395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003871413,"about_ca_topic_score_gemma":0.003411159,"domain_scores_codex":[0.9981582,0.0001549759,0.0001111835,0.0006011628,0.0006799239,0.0002946105],"domain_scores_gemma":[0.999063,0.0001721897,0.00008608649,0.000169922,0.0003499778,0.0001588191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002274042,0.0005778215,0.003897181,0.00353156,0.0002741508,0.00385958,0.0005910473,0.001695362,0.1045489,0.01606575,0.1704527,0.6922319],"study_design_scores_gemma":[0.0001907488,0.0003617367,0.004572759,0.0004642194,0.0002037977,0.003731376,0.000324574,0.000546054,0.03379897,0.004068753,0.9516876,0.00004947536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05827063,0.07997295,0.0172493,0.004805173,0.004802273,0.0005409507,0.01668358,0.009959949,0.8077152],"genre_scores_gemma":[0.06262138,0.02169059,0.01778525,0.0005194421,0.0004027001,0.0002870222,0.01324382,0.001656632,0.8817932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8013974,"threshold_uncertainty_score":0.6643916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828344187995011,"score_gpt":0.2793650544947306,"score_spread":0.2510816126147805,"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."}}