{"id":"W1598396733","doi":"10.2172/920098","title":"Development/Demonstration of an Advanced Oxy-Fuel Front-End System","year":2007,"lang":"en","type":"report","venue":"","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Natural gas; Combustion; Environmental science; Waste management; Engineering; Chemistry","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"],"consensus_categories":[],"category_scores_codex":[0.001284727,0.0003153844,0.0006252648,0.0004190723,0.00005436247,0.00003870806,0.0002651867,0.0005271888,0.0002990095],"category_scores_gemma":[0.00002403206,0.0002784574,0.00009055758,0.0001762153,0.00002027849,0.0001907648,0.00003943495,0.0003732901,0.0001211248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005505784,"about_ca_system_score_gemma":0.0005924089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289615,"about_ca_topic_score_gemma":0.0003947299,"domain_scores_codex":[0.9967614,0.00004243616,0.001071236,0.0003056593,0.001439415,0.0003798282],"domain_scores_gemma":[0.9986857,0.0000400639,0.000167281,0.0004276457,0.0005022618,0.0001770096],"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":[0.00002609298,0.00002736484,0.000270809,0.01012247,0.0002069165,0.00005261614,0.0003777287,0.0002059803,0.004500296,0.00001508353,0.005129732,0.9790649],"study_design_scores_gemma":[0.0007571857,0.0001041258,0.002116928,0.002412059,0.00004655332,0.0002461842,0.002180344,0.002488958,0.156618,0.00000620289,0.8317326,0.001290794],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03691074,0.002633194,0.007459067,0.000001747496,0.001873833,0.0007680045,0.00002735015,0.0005838672,0.9497422],"genre_scores_gemma":[0.9503403,0.0005463721,0.01729133,0.000001863303,0.0005291515,0.00009297391,0.0004844644,0.0001605693,0.03055293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9777741,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04626177108850833,"score_gpt":0.3159349099200992,"score_spread":0.2696731388315909,"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."}}