{"id":"W4250894348","doi":"10.1515/iupac.83.0021","title":"Albedo","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; Philosophy; History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000713743,0.002058014,0.001483177,0.005041937,0.0007983327,0.003504131,0.001892797,0.001109301,0.1774446],"category_scores_gemma":[0.005456806,0.0005528537,0.001412133,0.009225451,0.0003821789,0.002508406,0.001973465,0.001849163,0.3363229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112435,"about_ca_system_score_gemma":0.001407476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452577,"about_ca_topic_score_gemma":0.02021373,"domain_scores_codex":[0.998688,0.0001877668,0.0002032452,0.0004420071,0.0003175822,0.0001612802],"domain_scores_gemma":[0.998035,0.0004458498,0.0002275948,0.0004562006,0.0006718751,0.0001634672],"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":[0.00003737403,0.000008819452,0.0005046458,0.0004950379,0.00001577399,0.00001157743,0.00001288347,0.0001177657,0.00007038844,0.0003730536,0.9944688,0.003883869],"study_design_scores_gemma":[0.00006102824,0.000007953455,0.002298241,0.0001961993,0.00001269628,0.00003913872,0.00004468529,0.0001145675,0.0001299071,0.0007451819,0.9963343,0.00001609718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008352487,0.0001211165,0.00006223531,0.00005482319,0.00005736071,0.000007714506,0.99729,0.0004352831,0.001888012],"genre_scores_gemma":[0.0003141296,0.0001470542,0.0002410768,0.00006349901,0.0000279468,0.00004411563,0.9968061,0.0001709996,0.002185049],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1774446,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078555557566804,"score_gpt":0.3676889857653326,"score_spread":0.3569034301896646,"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."}}