{"id":"W4367155258","doi":"10.36487/acg_repo/2355_68","title":"Vacuum disc filters go beyond","year":2023,"lang":"en","type":"article","venue":"Paste/˜Pœaste","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; Geomechanica (Canada); University of Alberta","funders":"","keywords":"Computer science; Optoelectronics; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265889,0.0007939439,0.001232122,0.001351349,0.001324625,0.004699041,0.001340366,0.003257542,0.02253621],"category_scores_gemma":[0.002508271,0.000527876,0.0009327955,0.0009859735,0.001526058,0.006746063,0.001920661,0.003203955,0.01914987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919353,"about_ca_system_score_gemma":0.000930876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260427,"about_ca_topic_score_gemma":0.0008332252,"domain_scores_codex":[0.9974612,0.0002134475,0.0001351035,0.0004117732,0.001511124,0.0002674542],"domain_scores_gemma":[0.9975689,0.0005304066,0.0001900523,0.0004630994,0.00104089,0.0002066244],"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":[0.000554738,0.000193824,0.001772843,0.003132693,0.0001193105,0.0004866768,0.0007486354,0.0008151587,0.1599664,0.1384376,0.07661527,0.6171568],"study_design_scores_gemma":[0.00001930197,0.0002385024,0.001131802,0.0002426301,0.00003488378,0.001293137,0.0001872073,0.0006979923,0.05671854,0.01476589,0.9246197,0.00005044454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06089652,0.2549316,0.2585292,0.02683268,0.01331713,0.0004490835,0.001129572,0.008287889,0.3756263],"genre_scores_gemma":[0.4417714,0.102135,0.1108944,0.0144251,0.00562761,0.0003121706,0.001680808,0.002242068,0.3209114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02253621,"threshold_uncertainty_score":0.07539117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007363141453023107,"score_gpt":0.194883832841298,"score_spread":0.1875206913882749,"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."}}