{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001609999,0.0003019745,0.0004324546,0.0001744447,0.00006371913,0.00003851276,0.0002978408,0.0003095009,0.01307581],"category_scores_gemma":[0.0004673437,0.000231723,0.0002362972,0.0001776116,0.0000474255,0.00007861932,0.0001078382,0.0003965328,0.0000239986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376324,"about_ca_system_score_gemma":0.000186738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125994,"about_ca_topic_score_gemma":0.0003216621,"domain_scores_codex":[0.9982888,0.00001362612,0.0003888668,0.0003624058,0.0006598705,0.0002864447],"domain_scores_gemma":[0.9985795,0.00009719763,0.0001541108,0.0007661753,0.0002472999,0.0001557102],"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":[0.00001411255,0.00007841495,5.326553e-7,0.00004494271,0.0001070733,0.000009908338,0.00000210551,0.00000990592,0.0005207414,0.00002639208,0.9971701,0.002015757],"study_design_scores_gemma":[0.0003640525,0.0000165571,0.000003055425,0.0001365454,0.0001244167,0.000007964066,0.000005756868,0.00003973607,0.0004110077,0.00002308742,0.9985574,0.0003104328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002519286,0.0001981187,0.001276057,0.0004871697,0.0005089424,0.0000954071,0.9971327,0.0001106635,0.0001657647],"genre_scores_gemma":[0.0000161493,0.0003661829,0.00002655669,0.0001276484,0.001107588,0.0000141606,0.9958062,0.00003594133,0.002499532],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01305181,"threshold_uncertainty_score":0.9878263,"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."}}