{"id":"W4250183055","doi":"10.1515/iupac.83.0199","title":"Photonic Yield","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; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; 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":[0.0001771356,0.000321247,0.0004640781,0.0001823635,0.00006926349,0.00004060343,0.0003245925,0.0003551162,0.01878777],"category_scores_gemma":[0.0006474603,0.0002502682,0.0002662701,0.0001931412,0.00004695108,0.00007786751,0.0001117889,0.0004933514,0.00002226285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840908,"about_ca_system_score_gemma":0.0002429855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760151,"about_ca_topic_score_gemma":0.0004947564,"domain_scores_codex":[0.9982085,0.00001057979,0.0004107395,0.0003919262,0.0006620904,0.0003161207],"domain_scores_gemma":[0.9984718,0.0001458588,0.0001655415,0.0008347111,0.0002258603,0.0001562503],"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":[0.00001794515,0.00008377804,4.842545e-7,0.00005270596,0.0001156894,0.00001147487,0.000002322063,0.000009580076,0.001998314,0.00001379815,0.9964675,0.001226372],"study_design_scores_gemma":[0.0002922579,0.00002168985,0.000002233568,0.0002250652,0.0001369925,0.000008980204,0.000007095127,0.00004860346,0.001806297,0.00001494405,0.9971061,0.0003297498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000664195,0.0002719997,0.000795524,0.0003447226,0.000531393,0.0001192587,0.9975612,0.0001236746,0.0001858604],"genre_scores_gemma":[0.00006304494,0.0005826916,0.0000194976,0.0001437502,0.0008101804,0.00002032953,0.9962166,0.00003749928,0.002106434],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01876551,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441944308990446,"score_gpt":0.3588421989768446,"score_spread":0.3444227558869402,"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."}}