{"id":"W4247342160","doi":"10.1515/iupac.83.0147","title":"Photoadsorption","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; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001767962,0.0002871906,0.000387541,0.0001926542,0.00005962187,0.00003786876,0.0002357585,0.0003186984,0.01189688],"category_scores_gemma":[0.0003508619,0.000225802,0.0002237444,0.0001801399,0.00004048658,0.00009241434,0.00007686698,0.0003753008,0.00002140722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226812,"about_ca_system_score_gemma":0.0001539971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181255,"about_ca_topic_score_gemma":0.0002489073,"domain_scores_codex":[0.9983308,0.00001547118,0.0003840601,0.0003543944,0.0006564154,0.0002588769],"domain_scores_gemma":[0.9987082,0.00006910553,0.000172481,0.0006611022,0.0002576531,0.0001314348],"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":[0.00002036876,0.00008447328,4.874225e-7,0.00004749115,0.00008171717,0.0000060712,0.000002177529,0.0000118463,0.003013763,0.00001396375,0.9949752,0.001742431],"study_design_scores_gemma":[0.0003931684,0.00001845736,0.000004060043,0.0001492247,0.0001184403,0.000007645896,0.000005765566,0.00008133498,0.001130594,0.00002190254,0.9977739,0.0002954813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009751612,0.0001402209,0.001800809,0.0002500866,0.0005121416,0.0001193822,0.9968684,0.0001271119,0.00008428653],"genre_scores_gemma":[0.0000453754,0.0004368621,0.00002001116,0.00009438046,0.0009759907,0.00002018714,0.9968838,0.00003260891,0.001490801],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01187547,"threshold_uncertainty_score":0.9890064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161529537802653,"score_gpt":0.3636936779966299,"score_spread":0.3520783826186034,"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."}}