{"id":"W4241335984","doi":"10.1515/iupac.83.0196","title":"Photon Quantities","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Various Chemistry Research Topics","field":"Chemistry","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; 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":[0.0003484741,0.0006181053,0.0007444767,0.000113286,0.0001585118,0.0001434932,0.001134235,0.000846271,0.05237636],"category_scores_gemma":[0.001151,0.0005032719,0.0002769507,0.0001150883,0.0003181053,0.00008950831,0.0004542616,0.001173239,0.00001186667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008869093,"about_ca_system_score_gemma":0.001554652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772554,"about_ca_topic_score_gemma":0.0005332006,"domain_scores_codex":[0.9958789,0.000030576,0.0005581231,0.0007412041,0.001958912,0.0008323065],"domain_scores_gemma":[0.9969525,0.0001597487,0.0002805274,0.001737746,0.0005532746,0.0003161665],"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":[0.0001213476,0.0001709918,0.00001335791,0.001304452,0.0001745115,0.0002194487,0.000007556743,1.615145e-7,0.001798702,0.000008309614,0.9953527,0.0008284593],"study_design_scores_gemma":[0.0008298582,0.00004079185,6.311917e-7,0.0007210367,0.00007375053,0.00003866072,0.00003455176,0.000003551437,0.01107703,0.000237818,0.9863453,0.0005970004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004971625,0.0007756043,0.000008853289,0.0004087777,0.0002683216,0.00009388522,0.9955111,0.000162016,0.002274276],"genre_scores_gemma":[0.00002649356,0.002002314,0.0000244912,0.00008022274,0.001820143,0.00002922618,0.9797061,0.00007665869,0.01623437],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05236449,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304492574889703,"score_gpt":0.4117575215569089,"score_spread":0.3887125958080118,"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."}}