{"id":"W3198480345","doi":"10.1039/d1nr04697g","title":"Tailoring the mechanoresponsive release from silica nanocapsules","year":2021,"lang":"en","type":"article","venue":"Nanoscale","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Max-Planck-Gesellschaft","keywords":"Nanocapsules; Materials science; Nanotechnology; Nanoparticle","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":[0.0001686418,0.000333813,0.0001662844,0.0001616006,0.0001239527,0.0002218208,0.0001320031,0.000236863,0.000440542],"category_scores_gemma":[0.0002456548,0.0001641443,0.0001561181,0.00008180481,0.0003188404,0.0002471424,0.0001719786,0.0003104936,0.0001381887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003338493,"about_ca_system_score_gemma":0.0002176197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069843,"about_ca_topic_score_gemma":0.001388047,"domain_scores_codex":[0.9998965,0.00000725441,0.0000115657,0.00002781923,0.00003569932,0.00002120319],"domain_scores_gemma":[0.9997898,0.00007051458,0.00007265353,0.00001728727,0.00002503276,0.00002475059],"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":[0.00000506071,0.000002491055,0.00002482957,0.00001102036,9.953608e-7,0.000006991856,0.000005149545,0.00007155108,0.9995055,0.00002490323,0.000006736403,0.0003348701],"study_design_scores_gemma":[0.00000299955,0.00003271021,0.0004061419,0.00000142598,0.000001825148,0.00001091176,0.000004890878,0.0006947669,0.9985824,0.00001316974,0.0002462628,0.000002595172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991383,0.000698276,0.006546991,0.00007788521,0.00002708088,0.00003670444,0.00008660273,0.00008533809,0.001058225],"genre_scores_gemma":[0.9938641,0.0005037788,0.004625007,0.0000648228,0.00001427743,0.00003612119,0.00005069662,0.00002430477,0.0008168864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000440542,"threshold_uncertainty_score":0.002422214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008821993020251788,"score_gpt":0.250377684871054,"score_spread":0.2415556918508022,"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."}}