{"id":"W4246624015","doi":"10.1515/iupac.83.0048","title":"Compact Layer","year":2016,"lang":"ru","type":"dataset","venue":"IUPAC Standards Online","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","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; History; Philosophy; Archaeology; Linguistics","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":["metaepi_narrow"],"category_scores_codex":[0.001361678,0.001499554,0.00234872,0.0005109098,0.000419618,0.0003462555,0.001497555,0.001280499,0.06733862],"category_scores_gemma":[0.0004763541,0.001138293,0.001133743,0.0005540542,0.0003112057,0.0002781577,0.0003786974,0.00129865,0.0003301273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184844,"about_ca_system_score_gemma":0.001317458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433678,"about_ca_topic_score_gemma":0.006518589,"domain_scores_codex":[0.9922268,0.0004743038,0.001635219,0.001551429,0.002617073,0.001495209],"domain_scores_gemma":[0.9938903,0.0003352228,0.0008923942,0.003184988,0.0009129893,0.0007840996],"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":[0.0004948797,0.0009298855,0.00005243416,0.0002392403,0.00106238,0.0002789611,0.0000624106,0.00005325234,0.0006677519,0.0001696594,0.9905801,0.00540907],"study_design_scores_gemma":[0.002558909,0.0004371037,0.0001053715,0.0008826433,0.0007354806,0.0000327559,0.00008109491,0.00005935823,0.001097949,0.0002412148,0.992272,0.001496133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00118538,0.002598561,0.0001774694,0.0008816489,0.002044991,0.0005933109,0.989693,0.0001503644,0.002675257],"genre_scores_gemma":[0.003679808,0.003480594,0.0000287468,0.0007404495,0.003377508,0.00001473994,0.9793061,0.0002316288,0.00914041],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06700849,"threshold_uncertainty_score":0.9997754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999517517358769,"score_gpt":0.3824781019613522,"score_spread":0.3624829267877646,"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."}}