{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002287648,0.000316056,0.0004225314,0.00003983244,0.000101705,0.00003596984,0.0003698237,0.00020343,0.002794156],"category_scores_gemma":[0.00005898903,0.0002077741,0.00008403493,0.000181626,0.000270919,0.00004252127,0.0001475826,0.000217136,0.00000627071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290343,"about_ca_system_score_gemma":0.00002818678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004350935,"about_ca_topic_score_gemma":0.00001588405,"domain_scores_codex":[0.9984906,0.00001298859,0.0002638355,0.0002816643,0.0005189915,0.0004319042],"domain_scores_gemma":[0.9993078,0.00004869059,0.00004191616,0.0004009843,0.00007570584,0.0001249549],"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":[0.00001443564,0.00001497045,1.693379e-7,0.00009484959,0.00003341427,0.00001118011,0.000002144873,0.000310318,0.00004822205,0.0003147514,0.9964448,0.002710788],"study_design_scores_gemma":[0.0001751028,0.00004136984,6.960137e-7,0.0001182042,0.00002220588,0.000002188769,0.00001395118,0.00002415132,0.0001078282,0.007458682,0.9917015,0.00033411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001351629,0.000930822,0.001614908,0.0001175132,0.001521649,0.0001050023,0.9950078,0.000149709,0.0004173972],"genre_scores_gemma":[0.0001363576,0.003852371,0.0001633073,0.00006212178,0.0008448507,0.000004810376,0.9946641,0.0000286379,0.0002433818],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00714393,"threshold_uncertainty_score":0.9981174,"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."}}