{"id":"W2596355018","doi":"","title":"Computational studies of combustion processes and oxygenated species","year":2007,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Ohio State University; National Science Foundation","keywords":"Combustion; Environmental science; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001038923,0.0001220494,0.0001556743,0.0001163057,0.00007914488,0.00005110612,0.00005079998,0.00006296496,0.00002807654],"category_scores_gemma":[0.00001143191,0.0001153584,0.00001935371,0.0002686529,0.00007924329,0.002880233,0.00004948219,0.000105292,0.000002220276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006761252,"about_ca_system_score_gemma":0.0000104646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.847174e-9,"about_ca_topic_score_gemma":5.109995e-7,"domain_scores_codex":[0.9992757,0.00001088026,0.0003941298,0.0000623612,0.00009710537,0.0001597701],"domain_scores_gemma":[0.9996447,0.0001031071,0.00008044694,0.00005646449,0.00005580868,0.00005948266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001292237,0.00003674191,0.003600682,0.001564895,0.0001582839,0.000001744724,0.001895164,0.2770987,0.00001604716,0.6914147,0.005870487,0.01821333],"study_design_scores_gemma":[0.002727543,0.0001679102,0.09785321,0.0008068323,0.00005115519,0.00006256031,0.0005093471,0.647417,0.0005036492,0.00561151,0.243512,0.0007772645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3430363,0.007005433,0.1332442,0.0007758928,0.001806935,0.0009312822,0.0001865768,0.001328852,0.5116845],"genre_scores_gemma":[0.9938406,0.003580491,0.001653355,0.0003235716,0.00009917982,0.000002677561,0.0004006705,0.000009746485,0.00008972796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6858031,"threshold_uncertainty_score":0.4704177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049541979060619,"score_gpt":0.205791519121446,"score_spread":0.1952960993308398,"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."}}