{"id":"W4384035811","doi":"10.3390/pr11072067","title":"Persistent Free Radicals in Petroleum","year":2023,"lang":"en","type":"article","venue":"Processes","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Radical; Chemistry; Gibbs free energy; Petroleum; Free-radical reaction; Solvent; Organic chemistry; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.000149936,0.0001342357,0.0002121739,0.000182426,0.00008793207,0.00006981671,0.0004035369,0.00007980344,0.0004464672],"category_scores_gemma":[0.000631181,0.0001222382,0.00009437909,0.0007899507,0.00005250612,0.0001067089,0.00008823255,0.0001635281,0.0001838343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004235002,"about_ca_system_score_gemma":0.0001226028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003641673,"about_ca_topic_score_gemma":0.00004939007,"domain_scores_codex":[0.9988356,0.000007493512,0.000217008,0.0003089446,0.0002819699,0.0003489341],"domain_scores_gemma":[0.9994448,0.00008752121,0.00006249164,0.0002685545,0.00005216663,0.00008442356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003942654,0.002369703,0.520585,0.05654801,0.001325032,0.0012565,0.008731104,0.01298716,0.1723827,0.0002640925,0.05790782,0.1652486],"study_design_scores_gemma":[0.006945613,0.0001368622,0.002767605,0.002734921,0.0005919309,0.00009386616,0.01424954,0.03954484,0.1352015,0.006096799,0.7886571,0.002979364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925316,0.006273718,0.00002810155,0.002269652,0.00004075991,0.000005910029,0.00002653859,0.0006320972,0.09819168],"genre_scores_gemma":[0.9736017,0.0006758709,0.00005469844,0.00007603651,0.0001178312,0.00003786201,0.00003199316,0.00002087699,0.02538315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7307493,"threshold_uncertainty_score":0.4984731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819296474609212,"score_gpt":0.2530109368121496,"score_spread":0.2348179720660575,"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."}}