{"id":"W4236587465","doi":"10.1515/iupac.83.0311","title":"Turnover Number (TON)","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Catalysis; Organic chemistry; History; Philosophy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000180187,0.0004458597,0.0003828734,0.00003753601,0.0001035804,0.00003608903,0.0004330584,0.000237803,0.1243693],"category_scores_gemma":[0.00006618618,0.0003084269,0.0001247195,0.0001420236,0.0002317243,0.0002408105,0.0004027674,0.0002475308,0.0005769604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639401,"about_ca_system_score_gemma":0.00007310208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000190695,"about_ca_topic_score_gemma":0.0008284916,"domain_scores_codex":[0.9972612,0.00005436896,0.000367492,0.0006515966,0.00121607,0.0004492234],"domain_scores_gemma":[0.9985843,0.0000469527,0.0002253807,0.000909101,0.00003748959,0.0001967297],"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":[0.00004665201,0.0001850932,0.0003290884,0.00001097439,0.00003940478,0.00005761951,0.000008343192,0.00001695026,0.00002053896,0.000002508609,0.9959863,0.003296568],"study_design_scores_gemma":[0.000789587,0.00005922805,0.0003593748,0.00007012624,0.00005837736,0.00002005912,0.000003640421,8.735454e-7,0.0001564772,0.0003137603,0.9977673,0.0004012513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000345487,0.00003000414,0.0004155253,0.0004781079,0.0004563041,0.0002902345,0.9972022,0.00006546616,0.0007167162],"genre_scores_gemma":[0.00005687552,0.0001499292,0.0003712382,0.0003547658,0.000297338,0.00002608597,0.9943825,0.00004098627,0.004320257],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1237923,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008606729761853825,"score_gpt":0.3676613995678837,"score_spread":0.3590546698060299,"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."}}