{"id":"W4250246013","doi":"10.1016/s1350-4789(20)30314-7","title":"SNC-Lavalinsubsidiary awardedcontract for pumpseal maintenance","year":2020,"lang":"en","type":"article","venue":"Sealing Technology","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Biochemical engineering; Chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001881673,0.00009871692,0.0001503118,0.0001132653,0.0001530892,0.0000636803,0.001298676,0.0001166374,0.000006209197],"category_scores_gemma":[0.0003175752,0.00009501362,0.00006694425,0.000608816,0.0001028868,0.0001442849,0.0003223779,0.0002123749,0.0001415691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778238,"about_ca_system_score_gemma":0.0001243555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008176681,"about_ca_topic_score_gemma":0.000002616229,"domain_scores_codex":[0.9987971,0.00001536696,0.0001594372,0.0004235244,0.0001429945,0.0004615988],"domain_scores_gemma":[0.9991392,0.0000867483,0.0000570307,0.0004423037,0.000125424,0.0001493313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001439772,0.00004884055,0.0001915973,0.0000284684,0.00002924277,0.00002636897,0.00009014244,0.0000524298,0.007400998,0.8999982,0.01341372,0.07870562],"study_design_scores_gemma":[0.001819543,0.0005073699,0.0002907163,0.00003369495,0.0000154178,0.00003740935,0.0002388064,0.1796692,0.05380013,0.207021,0.5560071,0.0005596303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005417837,0.0001692074,0.8688473,0.122427,0.00008635488,0.0004634446,0.00002611894,0.001105306,0.001457521],"genre_scores_gemma":[0.8989313,0.00007819085,0.09953985,0.001064773,0.0001136614,0.0001681586,0.000007218178,0.0000123006,0.00008459497],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8935134,"threshold_uncertainty_score":0.3874543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596289147654096,"score_gpt":0.2830261969516165,"score_spread":0.2470633054750755,"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."}}