{"id":"W4247770338","doi":"10.1515/iupac.83.0037","title":"Brunauer–Emmett–Teller Surface Area","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002987015,0.0004764562,0.0006804896,0.0001795943,0.000118707,0.00006574891,0.0004324184,0.0004636253,0.008095635],"category_scores_gemma":[0.0005142729,0.0003851356,0.0003511275,0.0003108394,0.00006110626,0.0001279317,0.0001723168,0.0006047738,0.00002471507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887599,"about_ca_system_score_gemma":0.0004283176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004765436,"about_ca_topic_score_gemma":0.0005636509,"domain_scores_codex":[0.9974938,0.00002812739,0.000578456,0.0005670442,0.0008929013,0.0004396944],"domain_scores_gemma":[0.9978507,0.0001923875,0.000242383,0.001078,0.0003984768,0.0002380094],"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":[0.00002979061,0.0001591489,0.000001620814,0.00005937998,0.000200967,0.00001594751,0.000006343242,0.0001656254,0.001659536,0.00002725344,0.9967429,0.0009314895],"study_design_scores_gemma":[0.000642554,0.00001951442,0.000005935153,0.0001924847,0.0001507557,0.00001066526,0.00001692814,0.0001790839,0.001468367,0.00002518456,0.9967865,0.0005019997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002549342,0.0004511965,0.002853319,0.0008859931,0.0005764799,0.0001616727,0.9943746,0.0001680938,0.0002736916],"genre_scores_gemma":[0.0001540123,0.0006794962,0.00008016211,0.0001430976,0.0006507437,0.000008441209,0.9950789,0.00006473786,0.003140374],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00807092,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604318894913392,"score_gpt":0.3573068759041062,"score_spread":0.3412636869549723,"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."}}