{"id":"W4245812445","doi":"10.1515/iupac.83.0112","title":"Intensity (of a Spectral Feature)","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; Terminology; Compendium; Chemistry; Nanotechnology; Materials science; Catalysis; Organic chemistry; Philosophy; Linguistics","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":[0.0001620113,0.0002684161,0.0005979266,0.0001793678,0.00003550714,0.00001588779,0.0002519469,0.000299609,0.002546574],"category_scores_gemma":[0.0004637931,0.0002048496,0.0002949944,0.0001951021,0.00007231491,0.00005708073,0.00009957499,0.0004766475,0.000003149839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717018,"about_ca_system_score_gemma":0.0001747994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001400842,"about_ca_topic_score_gemma":0.0003043042,"domain_scores_codex":[0.9985358,0.00001095936,0.0003468422,0.0003018906,0.0005680396,0.0002364601],"domain_scores_gemma":[0.998527,0.00006647198,0.0002183255,0.0006526273,0.0004201878,0.0001154252],"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":[0.00006023263,0.00009631423,0.000002691487,0.00007607451,0.0001494875,0.000009925225,0.000004247493,0.000006182501,0.00278034,0.00002784744,0.9963032,0.0004834698],"study_design_scores_gemma":[0.0003541866,0.00002949957,0.00003238186,0.0001943968,0.0001587052,0.00001377896,0.000009944929,0.00003333624,0.003097223,0.00003921509,0.9958006,0.0002367377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002749178,0.0001578779,0.0006731323,0.0004532191,0.0004135942,0.00009448904,0.997785,0.00005819491,0.00008959263],"genre_scores_gemma":[0.0002342417,0.0002249777,0.00007076722,0.00005000018,0.0006504327,0.000003975463,0.9979085,0.0000236199,0.0008334571],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.002543424,"threshold_uncertainty_score":0.9983652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027712444860549,"score_gpt":0.347053295698013,"score_spread":0.3367761712494075,"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."}}