{"id":"W2909096320","doi":"10.4095/261719","title":"CSC dans une usine de traitement de gaz naturel acide","year":2009,"lang":"fr","type":"report","venue":"","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Humanities; Art; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003470761,0.0005302874,0.0004750169,0.0002109139,0.00009645816,0.0001331417,0.0002394351,0.0008131572,0.001539016],"category_scores_gemma":[0.0001757686,0.0004847329,0.000204087,0.0004875885,0.00003625288,0.0002648105,0.00001983974,0.0007610352,0.00006288968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746203,"about_ca_system_score_gemma":0.0007303954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009266405,"about_ca_topic_score_gemma":0.001650831,"domain_scores_codex":[0.9979381,0.00003338527,0.0006853836,0.0003533878,0.0004264661,0.0005632811],"domain_scores_gemma":[0.9989782,0.00002858153,0.0001590834,0.0002934752,0.0003157519,0.0002249101],"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":[0.00001614084,0.0002246018,0.0003824591,0.000925304,0.0002845273,0.00008545652,0.001266843,0.845286,0.01361409,0.009647715,0.0609747,0.06729218],"study_design_scores_gemma":[0.0005383583,0.0001104983,0.003903307,0.0007536313,0.0002909957,0.0003888368,0.0002439985,0.462837,0.02677219,0.0008928666,0.502304,0.0009643906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003507695,0.003117922,0.6639873,0.001084589,0.0005808059,0.0002447503,0.00002491119,0.0002980254,0.3303109],"genre_scores_gemma":[0.07074374,0.03235107,0.4461461,0.002280024,0.002014695,0.0001281515,0.002106264,0.0003189127,0.443911],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4413293,"threshold_uncertainty_score":0.9997604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576614946109122,"score_gpt":0.2600242843578376,"score_spread":0.2442581348967464,"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."}}