{"id":"W4238425499","doi":"10.1061/9780784414088.ch22","title":"Responsible Nanotechnology","year":2015,"lang":"en","type":"book-chapter","venue":"American Society of Civil Engineers eBooks","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre National en Électrochimie et en Technologies Environnementales; McGill University","funders":"","keywords":"Nanotechnology; Environmental remediation; Materials science; Engineering; Contamination","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004937041,0.0007665163,0.0004337495,0.0009894398,0.001743133,0.004101394,0.0009869802,0.002297213,0.09125691],"category_scores_gemma":[0.001150008,0.000334854,0.0004286883,0.0007172215,0.00176789,0.004906155,0.002306166,0.002727289,0.03670647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002704581,"about_ca_system_score_gemma":0.00152333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000681075,"about_ca_topic_score_gemma":0.001850524,"domain_scores_codex":[0.9993236,0.00008070654,0.00003563065,0.000139578,0.000364711,0.00005584268],"domain_scores_gemma":[0.9996383,0.0001061324,0.00002097741,0.00008658625,0.0001058845,0.00004199634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006278608,0.0000278426,0.00005523865,0.0002462218,0.000003817258,0.00007333995,0.0003644738,0.0001722729,0.000487303,0.6439444,0.2414865,0.1131323],"study_design_scores_gemma":[6.387236e-7,0.000002964174,0.00002241665,0.00009299687,5.535226e-7,0.00007317341,0.00003128804,0.00002916981,0.00009873603,0.02466097,0.9749849,0.000002145382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003432806,0.01924965,0.00425541,0.004607947,0.003821104,0.00005144241,0.0001148727,0.0002177533,0.9673386],"genre_scores_gemma":[0.008179304,0.02229211,0.004649407,0.003321263,0.001189706,0.00009170564,0.0001962324,0.000176455,0.9599038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9982569,"threshold_uncertainty_score":0.3052848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348982116114646,"score_gpt":0.2420417875725361,"score_spread":0.2185519664113896,"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."}}