{"id":"W4249451416","doi":"10.1016/s1365-6937(20)30182-9","title":"Alfa Laval partners with Orège","year":2020,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.003696874,0.001309238,0.0005839173,0.001888813,0.001995163,0.004838133,0.001339821,0.002236561,0.1061105],"category_scores_gemma":[0.003131458,0.0003243588,0.0009911129,0.001145992,0.0008632455,0.002253187,0.003072375,0.001965103,0.06169526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168823,"about_ca_system_score_gemma":0.006879847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141011,"about_ca_topic_score_gemma":0.01674115,"domain_scores_codex":[0.9971759,0.000305212,0.00005563123,0.0004622572,0.001469664,0.0005313082],"domain_scores_gemma":[0.9966593,0.0002462172,0.0002215419,0.0003751046,0.001467761,0.001029996],"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":[0.001882789,0.0009276815,0.006834814,0.0006028076,0.0001124817,0.001251602,0.0006117523,0.0006474145,0.07590664,0.03734389,0.5580033,0.3158747],"study_design_scores_gemma":[0.00004044249,0.00009438721,0.000840997,0.00004064056,0.00001070114,0.0001806569,0.00008353827,0.0002213954,0.006676469,0.0008006992,0.9910006,0.000009491803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02942306,0.02116352,0.01963116,0.04286095,0.006288899,0.0007247468,0.01080656,0.01167841,0.8574226],"genre_scores_gemma":[0.06871679,0.005777449,0.01537129,0.005113442,0.0008256566,0.0002328585,0.01391122,0.001627816,0.8884234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1061105,"threshold_uncertainty_score":0.354975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022340369494762,"score_gpt":0.2807036390118516,"score_spread":0.2504802353169039,"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."}}