{"id":"W4229735769","doi":"10.1515/iupac.83.0289","title":"Spectral Irradiance","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Water Quality Monitoring and Analysis","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; Nanotechnology; Materials science; Catalysis; Organic chemistry; History; Archaeology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000581154,0.001899535,0.001273011,0.004234482,0.0006931135,0.002286351,0.001710447,0.0009660457,0.07619775],"category_scores_gemma":[0.003362626,0.0004964711,0.001597987,0.006885734,0.0002570616,0.002011497,0.001614689,0.001632009,0.122905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242659,"about_ca_system_score_gemma":0.001144202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891016,"about_ca_topic_score_gemma":0.03046266,"domain_scores_codex":[0.9990399,0.0001100305,0.0001539389,0.0003156947,0.0002621358,0.0001182404],"domain_scores_gemma":[0.998592,0.0002430262,0.0001700737,0.0003610138,0.0005442814,0.00008958766],"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":[0.0001325137,0.00003814819,0.003375717,0.001431313,0.00005818486,0.00003346067,0.00005475697,0.0005770297,0.000409935,0.001085189,0.9777475,0.01505632],"study_design_scores_gemma":[0.00007814592,0.00001600519,0.00834763,0.0003425151,0.00002577901,0.00007697356,0.00009667491,0.0002939688,0.00041393,0.001094508,0.9891827,0.00003117859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002847517,0.0001173472,0.0001314821,0.00002853099,0.00002910903,0.00001693338,0.996717,0.0004122913,0.00226242],"genre_scores_gemma":[0.0006876028,0.0001330735,0.0004499902,0.00003928153,0.000009841328,0.00007556154,0.9970208,0.00009569334,0.001488219],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07619775,"threshold_uncertainty_score":0.2549068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603537995708923,"score_gpt":0.3718570760110544,"score_spread":0.3558216960539651,"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."}}