{"id":"W2333840271","doi":"10.1166/jnn.2011.3844","title":"Nanoparticles—Production and Role in Biotransformation","year":2011,"lang":"en","type":"review","venue":"Journal of Nanoscience and Nanotechnology","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Biotransformation; Nanoparticle; Materials science; Biochemical engineering; Nanotechnology; Biofuel; Bioplastic; Bioconversion; Biotechnology; Organic chemistry; Chemistry; Waste management; Enzyme; Biology; Fermentation","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":[0.0004992987,0.0009747457,0.001106882,0.001348194,0.0003001272,0.0008528644,0.0008173079,0.001605707,0.0009513344],"category_scores_gemma":[0.0003512745,0.0005081713,0.0004350923,0.001041954,0.0007605503,0.001337518,0.0006623183,0.001379087,0.001325071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009775395,"about_ca_system_score_gemma":0.0006409684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008794034,"about_ca_topic_score_gemma":0.0008632718,"domain_scores_codex":[0.9996979,0.00004592182,0.00002263897,0.00007522145,0.0001288658,0.00002949945],"domain_scores_gemma":[0.999841,0.00007154281,0.00002632039,0.00000981031,0.00003982253,0.0000115107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007315078,0.0001127752,0.000225814,0.01465325,0.00006891864,0.0005608828,0.0001273803,0.001450204,0.04972232,0.02442325,0.01045715,0.8981249],"study_design_scores_gemma":[0.00001151094,0.0001619698,0.0005478173,0.00126388,0.00004320715,0.002313771,0.00004405749,0.000421421,0.02678513,0.004989051,0.9633897,0.00002841729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000522803,0.9963824,0.0008396683,0.0001790502,0.0001601162,0.000005693108,0.000008567388,0.00001133235,0.001890357],"genre_scores_gemma":[0.005531537,0.9914773,0.0009743224,0.0001503725,0.0001221727,0.00001506845,0.00001872681,0.000003934456,0.001706609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001605707,"threshold_uncertainty_score":0.007092655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778132624097527,"score_gpt":0.2712549660126521,"score_spread":0.2534736397716769,"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."}}