{"id":"W2278906985","doi":"10.1021/acsnano.5b08176","title":"Nanotechnology in Textiles","year":2016,"lang":"en","type":"article","venue":"ACS Nano","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":738,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nanotechnology; Nanomaterials; Textile; Clothing; Context (archaeology); Nanotoxicology; Flexibility (engineering); Materials science; Nanoparticle; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001488667,0.00005694869,0.0000899408,0.00005324742,0.00004009811,0.00001269258,0.0002160164,0.00005739593,0.0004376135],"category_scores_gemma":[0.00007968247,0.0000355388,0.00001511775,0.0001430463,0.00009080645,0.00008233191,0.00005551114,0.00001835967,0.001842774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002330545,"about_ca_system_score_gemma":0.0000179116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000218722,"about_ca_topic_score_gemma":0.00003987519,"domain_scores_codex":[0.9993856,0.00002068132,0.0001454968,0.0001813966,0.00006784204,0.0001989622],"domain_scores_gemma":[0.9995581,0.00009024944,0.00003529406,0.0002767539,0.00001467194,0.00002491921],"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":[0.000002443082,0.00003190942,0.000811338,9.96581e-7,4.089648e-7,0.000001072607,0.00001678552,2.623764e-7,0.9680012,0.01308528,0.0003338758,0.01771437],"study_design_scores_gemma":[0.0001471342,0.00001206505,0.001624487,0.00001810874,0.000001450923,0.000002373358,0.00001509256,0.000001045468,0.9773717,0.004526077,0.01621758,0.00006291153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959798,0.00005900461,0.0001732006,0.003074115,0.00005181863,0.00007772805,0.000007322046,0.00007992449,0.0004970845],"genre_scores_gemma":[0.9988387,0.00002941509,0.0005146166,0.00007932703,0.00002014458,0.0000602024,1.801867e-7,0.000006738509,0.0004506278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765146,"threshold_uncertainty_score":0.9989344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309600878247541,"score_gpt":0.2400270008803595,"score_spread":0.2269309920978841,"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."}}