{"id":"W4234843974","doi":"10.1515/iupac.83.0265","title":"Regular Surface","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"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":[0.0009487921,0.002047049,0.00159782,0.004855793,0.000949124,0.003711413,0.002649233,0.001719079,0.2431267],"category_scores_gemma":[0.008613976,0.0005664693,0.00185666,0.007843797,0.0004144781,0.003022981,0.003132015,0.001867895,0.4054128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258141,"about_ca_system_score_gemma":0.002354912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009937952,"about_ca_topic_score_gemma":0.01686404,"domain_scores_codex":[0.9982747,0.0002542679,0.0002790837,0.0005813548,0.0003890961,0.0002214498],"domain_scores_gemma":[0.9973021,0.000639271,0.0002485381,0.0007573511,0.0008038019,0.0002489257],"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":[0.00006383298,0.0000156661,0.000542298,0.001080277,0.00002163547,0.00001965494,0.00002313225,0.0001314398,0.0001093561,0.000762268,0.9892014,0.008029069],"study_design_scores_gemma":[0.00006037329,0.00001202771,0.001235056,0.0003355623,0.00001384439,0.00003919434,0.00005407772,0.0001597765,0.0001438486,0.001250088,0.9966822,0.00001400072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001169226,0.0001538742,0.0001593354,0.00009826374,0.00005240662,0.00002984724,0.9950117,0.0009950513,0.003382708],"genre_scores_gemma":[0.0003867761,0.0001746238,0.0004550756,0.0001250285,0.00001998197,0.0001243158,0.9958625,0.0002443977,0.002607307],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2431267,"threshold_uncertainty_score":0.8133397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005725234231111309,"score_gpt":0.3339461358635131,"score_spread":0.3282209016324018,"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."}}