{"id":"W4239363828","doi":"10.1007/978-3-662-53120-4_300743","title":"Water-Based Cutting Fluid","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Geology; Petroleum engineering; Environmental science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002839947,0.0002127639,0.0001804863,0.00006813381,0.00002704289,0.00002271564,0.00008557866,0.0001719213,0.001089672],"category_scores_gemma":[0.000002481997,0.0001690309,0.00005521713,0.000007089304,0.000008147448,0.00005903796,0.00001824266,0.0001710096,0.0005178587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003538173,"about_ca_system_score_gemma":0.00001326886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.409454e-7,"about_ca_topic_score_gemma":9.709875e-7,"domain_scores_codex":[0.9994285,7.810859e-7,0.0001606949,0.0001576224,0.00009391109,0.0001584993],"domain_scores_gemma":[0.9997194,0.00001700391,0.0000194486,0.0001801863,0.0000324457,0.00003149964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002207276,0.000001108571,7.441277e-7,0.0002598861,0.00001858348,0.000002217855,0.00001689158,0.9796538,0.0001523443,0.01372808,0.0004822419,0.005681859],"study_design_scores_gemma":[0.000235135,0.00003017454,2.141037e-7,0.0002040288,0.00003398418,0.00000200947,0.00000239357,0.4375475,0.005152763,0.002144324,0.5540836,0.0005638612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003649336,0.0001990645,0.2571379,0.00001423111,0.0002775145,0.00008222667,0.000004569025,0.0004922258,0.7417886],"genre_scores_gemma":[0.007741876,0.0001732714,0.01794391,0.0001563541,0.0001913246,0.000004177252,0.0003106415,0.000243816,0.9732347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5536014,"threshold_uncertainty_score":0.9998235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824838222532998,"score_gpt":0.1968312460153337,"score_spread":0.1885828637900037,"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."}}