{"id":"W4238478599","doi":"10.11159/tann21","title":"Proceedings of the 6th International Conference on Theoretical and Applied Nanoscience and Nanotechnology (TANN'22)","year":2021,"lang":"en","type":"paratext","venue":"Proceedings of the International Conference of Theoretical and Applied Nanoscience and Nanotechnology","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eurostars; National Natural Science Foundation of China; Australian National University; National Science Foundation; Imperial College London; Nottingham Trent University; Australian Research Council; University of Engineering and Technology, Lahore; Trent University; National University of Singapore; National Research Foundation; UK Research and Innovation","keywords":"Nanotechnology; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001694949,0.0008748957,0.0009427849,0.001550059,0.0009233556,0.004321501,0.0009165652,0.001215494,0.162939],"category_scores_gemma":[0.002202305,0.0002528459,0.0005537624,0.001460276,0.0006037016,0.002110706,0.001943685,0.002082242,0.08943468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013263,"about_ca_system_score_gemma":0.002098296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832546,"about_ca_topic_score_gemma":0.005220782,"domain_scores_codex":[0.9988423,0.0002106359,0.00005148733,0.0001236604,0.0006405322,0.0001315608],"domain_scores_gemma":[0.9981437,0.0002038449,0.00006373143,0.0001787435,0.0009666578,0.0004432804],"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":[0.0001284165,0.00014755,0.0003917294,0.0003439607,0.0000197374,0.000105587,0.0001002285,0.0004772236,0.003388409,0.01203242,0.7374558,0.2454089],"study_design_scores_gemma":[0.000004971229,0.00003763104,0.0005787166,0.0001042166,0.0000106504,0.0001164414,0.00004832437,0.0006706741,0.001102282,0.002239187,0.9950798,0.000007198797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005528346,0.03212965,0.04035359,0.0114905,0.1202461,0.0003392332,0.002493412,0.001161395,0.7862578],"genre_scores_gemma":[0.0085422,0.01119767,0.007863929,0.0008972991,0.003930571,0.00009863609,0.002010846,0.0005085611,0.9649503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.837061,"threshold_uncertainty_score":0.5450853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425147472887706,"score_gpt":0.2353958238707183,"score_spread":0.2211443491418413,"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."}}