{"id":"W2055571895","doi":"10.5539/ep.v2n2p49","title":"Environmental Pollution and Nanotechnology","year":2013,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Pollution; Pollutant; Environmental pollution; Nanotechnology; Environmental science; Pollution prevention; Nanoparticle; Materials science; Contamination; Waste management; Chemistry; Environmental protection; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007679899,0.0004918965,0.000703129,0.000784675,0.001225756,0.003451207,0.0004941795,0.002425501,0.01212685],"category_scores_gemma":[0.0008108887,0.0001697684,0.0002754233,0.001035513,0.00381958,0.002254214,0.002629605,0.002705582,0.002865078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586329,"about_ca_system_score_gemma":0.001850862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117833,"about_ca_topic_score_gemma":0.001943009,"domain_scores_codex":[0.9989144,0.0002551386,0.00006276408,0.0001904035,0.0004671797,0.0001101724],"domain_scores_gemma":[0.9995791,0.0001581293,0.00005546013,0.00005379237,0.00009713795,0.00005645456],"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":[0.00002767788,0.00008433878,0.0008799709,0.001100498,0.00004144321,0.000435253,0.0006989104,0.0004248171,0.005564718,0.6831437,0.07711629,0.2304824],"study_design_scores_gemma":[0.000002233948,0.00003761068,0.0006147094,0.0003497041,0.000005636841,0.0004765145,0.0002622277,0.00007402443,0.0006548854,0.1065483,0.8909641,0.00000990365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006469668,0.5286716,0.008005028,0.06711513,0.008697379,0.0000644411,0.0002635454,0.0001688335,0.3805443],"genre_scores_gemma":[0.1498437,0.5718041,0.0120897,0.04049588,0.009356691,0.0002118592,0.0004098379,0.000104813,0.2156835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01212685,"threshold_uncertainty_score":0.04056829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003123420556298844,"score_gpt":0.1501538404167656,"score_spread":0.1470304198604667,"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."}}