{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004453,0.0004165348,0.0003276052,0.001490926,0.0003297341,0.0009643643,0.0003755968,0.0007260007,0.001498636],"category_scores_gemma":[0.0005946281,0.000180834,0.0002296643,0.000928127,0.0006210098,0.001304417,0.0006607774,0.0007607547,0.0004248895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117279,"about_ca_system_score_gemma":0.0004527841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008388114,"about_ca_topic_score_gemma":0.0009120861,"domain_scores_codex":[0.9996647,0.00003847626,0.00002803932,0.00008810053,0.0001342231,0.00004657823],"domain_scores_gemma":[0.9995542,0.0001667724,0.0001190868,0.00002051512,0.0001109665,0.00002852559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004016088,0.00006792595,0.004696691,0.02134865,0.0002497278,0.002233527,0.0009958824,0.00226695,0.3783107,0.04535681,0.006802623,0.5372689],"study_design_scores_gemma":[0.00002469567,0.0007056789,0.01498311,0.002057667,0.0003608644,0.005913504,0.0007942066,0.0009968486,0.2138574,0.04590623,0.7142763,0.0001235039],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0412223,0.9421552,0.007633789,0.0006402836,0.0006613143,0.00002619258,0.0002391678,0.0000492666,0.007372445],"genre_scores_gemma":[0.305064,0.67962,0.003750581,0.0004899319,0.0007464538,0.0000413815,0.0004553465,0.00003092463,0.009801331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001498636,"threshold_uncertainty_score":0.005013466,"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."}}