{"id":"W4407871937","doi":"10.1007/978-981-96-1078-5_4","title":"Two-Dimensional DFT","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":[0.0001105636,0.00044683,0.0004166855,0.0004127949,0.0003661893,0.001239487,0.0005733204,0.0006323463,0.02599609],"category_scores_gemma":[0.0003019342,0.0001781067,0.0002994904,0.0003514418,0.0006459244,0.0009337808,0.0008029041,0.0007907915,0.008581197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003890527,"about_ca_system_score_gemma":0.0002730617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601211,"about_ca_topic_score_gemma":0.000705048,"domain_scores_codex":[0.9998719,0.00001546963,0.000004380461,0.00002117339,0.0000742632,0.00001286704],"domain_scores_gemma":[0.9999262,0.00001883974,0.000003408486,0.00002794914,0.00001747122,0.000006068326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002976658,0.00001855992,0.00007928962,0.0001305279,0.00001113035,0.00008595947,0.00005708725,0.00574545,0.009984839,0.8621514,0.02442692,0.0972791],"study_design_scores_gemma":[0.00001716525,0.0000574568,0.0005888339,0.000105516,0.00001777451,0.0008526545,0.00008692755,0.1330948,0.01836275,0.4537304,0.3930404,0.00004522309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00808024,0.003602316,0.3095014,0.0007581503,0.002256822,0.00003997468,0.0004712962,0.0009521322,0.6743377],"genre_scores_gemma":[0.2368032,0.004470659,0.1313817,0.0007730921,0.0007113784,0.0001481641,0.001229908,0.0008047436,0.6236772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02599609,"threshold_uncertainty_score":0.08696556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087494452623294,"score_gpt":0.2171427567035752,"score_spread":0.2062678121773423,"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."}}