{"id":"W4231898014","doi":"10.1515/iupac.83.0268","title":"ROS","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; Philosophy; History; Archaeology","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":[],"category_scores_codex":[0.0001537117,0.0002866022,0.0004130367,0.0001626251,0.0000629162,0.00003884826,0.0002797016,0.0002973362,0.0108679],"category_scores_gemma":[0.0004257449,0.0002194844,0.0002242692,0.0001689784,0.00004288744,0.00007581411,0.0001004848,0.0003865733,0.00001998131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409133,"about_ca_system_score_gemma":0.0001812488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009409479,"about_ca_topic_score_gemma":0.0002319746,"domain_scores_codex":[0.998356,0.00001244101,0.0003724444,0.0003437695,0.0006430899,0.0002722215],"domain_scores_gemma":[0.9986553,0.00007920787,0.0001471754,0.0007296018,0.0002419984,0.0001466685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001368676,0.00007519937,5.488032e-7,0.00004406272,0.00009220722,0.000009593071,0.000001895892,0.00001139369,0.0007174953,0.00001937457,0.9970432,0.001971337],"study_design_scores_gemma":[0.0003607816,0.00001567019,0.00000356696,0.0001298172,0.0001137869,0.000007035152,0.000005262055,0.00004499795,0.0005269532,0.00001863258,0.9984788,0.000294675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002835292,0.0001837475,0.001529674,0.0003567625,0.0004739021,0.00009825566,0.997098,0.0001201362,0.0001111406],"genre_scores_gemma":[0.00001986902,0.0003183328,0.00002484879,0.0001038914,0.001062083,0.00001525672,0.996335,0.00003442039,0.00208634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01084792,"threshold_uncertainty_score":0.9900363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125292827912582,"score_gpt":0.3697972643394282,"score_spread":0.3585443360603023,"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."}}