{"id":"W4392311286","doi":"10.1007/978-3-031-42700-8","title":"Advances in Fabrication and Investigation of Nanomaterials for Industrial Applications","year":2024,"lang":"en","type":"book","venue":"","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Redlen Technologies (Canada)","funders":"","keywords":"Nanomaterials; Nanotechnology; Fabrication; Materials science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001063702,0.0001036218,0.0001829891,0.0002729411,0.00001587897,0.00001429073,0.0000971292,0.000310419,0.000009910134],"category_scores_gemma":[0.00002039404,0.000103802,0.00002191858,0.0001443353,0.00008832898,0.00006970406,0.00002230234,0.000129424,0.00001066229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168635,"about_ca_system_score_gemma":0.00008871294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001154286,"about_ca_topic_score_gemma":0.00001046692,"domain_scores_codex":[0.9994044,0.00000453646,0.0002692795,0.0001618311,0.00005885284,0.0001011156],"domain_scores_gemma":[0.9996462,0.00009649173,0.00003951996,0.0001489121,0.00004052161,0.00002831174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002397684,0.00002428645,0.0001148234,0.004397857,0.00009721147,5.091407e-7,0.0001375276,0.0002826714,0.07686944,0.5240203,0.07723071,0.3168007],"study_design_scores_gemma":[0.0003114282,0.00003682772,0.000008603999,0.0001788424,0.00003226054,0.000001484612,0.00001355578,0.0009868307,0.03709448,0.263911,0.6972144,0.0002102321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01176892,0.09438863,0.220076,0.002340326,0.001614192,0.03711201,0.004704943,0.004502219,0.6234927],"genre_scores_gemma":[0.214006,0.06822713,0.03431457,0.00009374521,0.004427296,0.06472867,0.008993587,0.0008424883,0.6043665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6199837,"threshold_uncertainty_score":0.4232921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179551634471745,"score_gpt":0.2635898963034964,"score_spread":0.241794379958779,"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."}}