{"id":"W4243895271","doi":"10.1515/iupac.83.0016","title":"Action Spectrum","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Radical Photochemical Reactions","field":"Chemistry","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","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":[0.0001485118,0.000473783,0.0005470907,0.0001136535,0.0001120545,0.00005906416,0.0005281629,0.000808701,0.05274799],"category_scores_gemma":[0.001313681,0.0003769596,0.0002830812,0.0001434894,0.0001960954,0.00009863771,0.0001371422,0.001170348,0.00002120137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650125,"about_ca_system_score_gemma":0.0006747188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002232261,"about_ca_topic_score_gemma":0.000402331,"domain_scores_codex":[0.9971096,0.00001836765,0.0004892529,0.0006431671,0.001209004,0.0005306263],"domain_scores_gemma":[0.9978307,0.0002000068,0.0002934188,0.001154368,0.0001725204,0.0003489547],"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":[0.0001145049,0.0002284029,9.481387e-7,0.0001854793,0.0001068663,0.00003895921,0.000001101843,2.067641e-7,0.006743633,0.00000507451,0.9904056,0.002169202],"study_design_scores_gemma":[0.0005819628,0.00003027215,0.000001591932,0.0003608296,0.0001240563,0.00003283501,0.000007320512,0.000002615872,0.01174111,0.0008254635,0.9858445,0.0004474525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001956921,0.0001468811,0.00005055235,0.001040468,0.0005335611,0.0001065939,0.9965228,0.000188961,0.001214497],"genre_scores_gemma":[0.00005623824,0.0007501405,0.00001353768,0.0001295304,0.002683648,0.00003208627,0.9938341,0.00006020511,0.002440545],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05272679,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799463412332986,"score_gpt":0.4063862505006552,"score_spread":0.3883916163773254,"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."}}