{"id":"W3164413242","doi":"10.1002/adma.202101682","title":"Extreme Biomimetics: Designing of the First Nanostructured 3D Spongin–Atacamite Composite and its Application","year":2021,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto Mississauga; Narodowa Agencja Wymiany Akademickiej; Sächsisches Staatsministerium für Wissenschaft und Kunst; Baqiyatallah University of Medical Sciences; ITMO University; Ikerbasque, Basque Foundation for Science; University of Toronto; Deutsche Forschungsgemeinschaft; Alexander von Humboldt-Stiftung","keywords":"Materials science; Nanotechnology; Composite number; Spectroscopy; Biofabrication; Nanomaterials; Biomimetics; Transmission electron microscopy; X-ray photoelectron spectroscopy; Chemical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002037043,0.0001247141,0.0002057631,0.00003473645,0.000132752,0.00006394558,0.0001123874,0.00006442203,0.0002161523],"category_scores_gemma":[0.0001039416,0.0001015106,0.00002780414,0.0001762824,0.00006845484,0.0001598239,0.0001219624,0.00002684384,0.000009207265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003507464,"about_ca_system_score_gemma":0.00003100877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005391167,"about_ca_topic_score_gemma":0.000008692613,"domain_scores_codex":[0.998949,0.00008187521,0.000336598,0.0002706557,0.0002100723,0.0001518317],"domain_scores_gemma":[0.9992168,0.00003887786,0.0002287909,0.0002522628,0.0002271044,0.00003616065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003491801,0.00001224953,0.0000217656,0.00008772595,0.000002972704,0.000001250803,0.00008688597,0.0001258428,0.997915,0.001454279,0.00001188964,0.000245163],"study_design_scores_gemma":[0.0003930267,0.00001196956,0.001045478,0.00008585542,0.00001871857,0.00001897333,0.00002543925,0.0001148102,0.9953836,0.0006179029,0.002165706,0.0001185801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950469,0.0003379947,0.003231334,0.0001815201,0.0005592969,0.0003040876,0.000138015,0.00004759975,0.000153287],"genre_scores_gemma":[0.9962619,0.00007535264,0.00327482,0.0001860521,0.00004297834,0.00002343643,0.00005008317,0.00001737004,0.00006803847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002531517,"threshold_uncertainty_score":0.4139482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127643252588142,"score_gpt":0.2268558926210359,"score_spread":0.2140915673622217,"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."}}