{"id":"W2951233608","doi":"10.48550/arxiv.0801.3280","title":"Nanomaterials and nanoparticles: Sources and toxicity","year":2008,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Nanomaterials; Toxicity; Nanoparticle; Nanotechnology; Nanotoxicology; Chemistry; Materials science","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":[0.0006017499,0.0006047742,0.0008816688,0.0009100735,0.0004588622,0.001894139,0.0006403301,0.002019924,0.002844482],"category_scores_gemma":[0.000980912,0.0003059049,0.0004542036,0.0007317704,0.0007568543,0.001794563,0.0009308183,0.001133633,0.001757987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268125,"about_ca_system_score_gemma":0.0007403613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003717108,"about_ca_topic_score_gemma":0.0004436701,"domain_scores_codex":[0.9993466,0.0001180433,0.00007405958,0.0001221281,0.0003025277,0.00003671001],"domain_scores_gemma":[0.9995975,0.0001861998,0.00006819041,0.00001833782,0.0001065581,0.00002326301],"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":[0.0002251952,0.0001601763,0.001888733,0.02574989,0.0001797428,0.002617751,0.0009378528,0.003087147,0.1303488,0.07578088,0.04721315,0.7118107],"study_design_scores_gemma":[0.00000575111,0.0001556026,0.00118254,0.001000642,0.00006004699,0.003416401,0.0001610935,0.0002685356,0.02019828,0.01522918,0.9582874,0.00003454512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003625643,0.9732149,0.00496384,0.003656783,0.003134643,0.00002354503,0.00007220518,0.0000489252,0.0112596],"genre_scores_gemma":[0.03283838,0.9367017,0.003275447,0.002319635,0.003618461,0.00007316122,0.0001221521,0.00003741031,0.02101367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002844482,"threshold_uncertainty_score":0.009515762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04360129481698525,"score_gpt":0.2600807732744964,"score_spread":0.2164794784575112,"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."}}