{"id":"W4405534102","doi":"10.1007/978-981-97-8253-6_8","title":"Nanotechnology in Waste Management: A Chemical Perspective","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in sustainability science and technology","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Nanotechnology; Business; Materials science; Computer science; Artificial intelligence","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":[0.0005054917,0.001091032,0.0008937091,0.002122784,0.0008675448,0.003348659,0.001226597,0.003268142,0.01121686],"category_scores_gemma":[0.0004337283,0.0004255952,0.0005346289,0.002777247,0.00244323,0.005040828,0.001256014,0.001988164,0.004067894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689129,"about_ca_system_score_gemma":0.001535498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133602,"about_ca_topic_score_gemma":0.003206809,"domain_scores_codex":[0.9996955,0.00007601322,0.00001436815,0.00004712194,0.0001380895,0.00002877451],"domain_scores_gemma":[0.9997502,0.0001589603,0.00001405429,0.00001293434,0.00005066264,0.00001315442],"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":[0.00002642577,0.0001362014,0.00005630935,0.001684064,0.0000141053,0.0001475484,0.0002329246,0.001834643,0.004156784,0.767175,0.05864139,0.1658946],"study_design_scores_gemma":[0.000003166174,0.00003986574,0.0000796508,0.0005211844,0.000006460535,0.0001629703,0.000129363,0.0004491479,0.001147556,0.1061063,0.8913444,0.000009903107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00131029,0.6042128,0.0105971,0.01060722,0.006152859,0.00002993204,0.00005328432,0.00005933291,0.3669773],"genre_scores_gemma":[0.01490847,0.620305,0.008863418,0.005312665,0.006121351,0.00008314961,0.00006889184,0.00008400043,0.3442531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01121686,"threshold_uncertainty_score":0.0375241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003127283542507527,"score_gpt":0.253363544160372,"score_spread":0.2502362606178645,"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."}}