{"id":"W4363649155","doi":"10.32920/14753793","title":"Nanomechanics: Aeronautics and Aerospace Prospect","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nanomechanics; Nanotechnology; Materials science; Nanomaterials; Nanometrology; Nanochemistry; Nanoelectromechanical systems; Nanoscopic scale; Characterization (materials science); Nanostructure; Nanowire; Nanofiber; Nanoshell; Nanorod; Nanoparticle; Electrospinning; Atomic force microscopy; Polymer; Nanomedicine; Composite material","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":[0.0004355781,0.001201849,0.000700109,0.001441772,0.0006364999,0.00233674,0.0005341173,0.001173936,0.1602333],"category_scores_gemma":[0.0009108472,0.0003109062,0.000373626,0.001932516,0.0006820581,0.002073989,0.001345944,0.001851344,0.07198242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040354,"about_ca_system_score_gemma":0.0007211215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602167,"about_ca_topic_score_gemma":0.00187269,"domain_scores_codex":[0.9996461,0.00003697269,0.00001729668,0.00007951704,0.0001971956,0.00002293577],"domain_scores_gemma":[0.9996268,0.00005304473,0.00002677915,0.00006037555,0.0001558601,0.00007713135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005098753,0.00003326126,0.000351815,0.0004967755,0.00001637107,0.0001123455,0.00009543276,0.00126901,0.002228393,0.170769,0.5055888,0.3189877],"study_design_scores_gemma":[0.000004326296,0.00001101867,0.0005897987,0.00007804116,0.000003341993,0.0002302028,0.00002965076,0.0006955919,0.0003018039,0.03341736,0.9646326,0.000006254214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003921613,0.08862203,0.03192085,0.01560708,0.02370094,0.0001216735,0.004316515,0.002179669,0.8296096],"genre_scores_gemma":[0.04991032,0.04294285,0.01667242,0.00145214,0.00871165,0.000127434,0.004795476,0.001274424,0.8741133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1602333,"threshold_uncertainty_score":0.5360338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742906989795318,"score_gpt":0.2509572590418974,"score_spread":0.2235281891439442,"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."}}