{"id":"W1571055173","doi":"","title":"2.10.4 SUBMERGED COMBUSTION","year":2005,"lang":"en","type":"article","venue":"Heat Exchanger Design Updates","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Combustion; Environmental science; Materials science; Marine engineering; Chemistry; Engineering","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":["insufficient_payload"],"category_scores_codex":[0.0003163519,0.0002036484,0.000171758,0.0001874823,0.00006285937,0.00004163353,0.0001819026,0.0001160083,0.003571507],"category_scores_gemma":[0.00001682005,0.0002083174,0.00004158709,0.0002873219,0.00002839834,0.0001421406,0.00002893716,0.000225853,0.004346862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202969,"about_ca_system_score_gemma":0.000009351457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004497588,"about_ca_topic_score_gemma":0.00000287072,"domain_scores_codex":[0.9988609,0.00003475727,0.0001755745,0.0001964248,0.0002342921,0.00049808],"domain_scores_gemma":[0.9994538,0.000064204,0.000006183207,0.0002938407,0.00003905217,0.00014286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003821905,0.00004973472,0.00002838023,0.000141358,0.00006907759,0.00001218408,0.0002231624,0.5517544,0.1760199,0.0001537515,0.2543343,0.01717556],"study_design_scores_gemma":[0.000498124,0.00006369322,0.0002154989,0.00003867647,0.000019221,0.00001586418,0.0000185541,0.4252013,0.358752,0.00006034176,0.2146018,0.0005149347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1648197,0.02353861,0.7306529,0.002536638,0.00155525,0.003344258,0.00006645342,0.01284278,0.06064347],"genre_scores_gemma":[0.9833445,0.0003774132,0.01074492,0.00004963214,0.0005301214,0.0001783478,0.00004262045,0.0001220731,0.004610347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8185248,"threshold_uncertainty_score":0.9973394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605807951864081,"score_gpt":0.2322137047731586,"score_spread":0.2061556252545178,"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."}}