{"id":"W2098695670","doi":"10.1002/chin.200531194","title":"Nano‐Particles: Potential Applications in Catalysis and Nanotechnology","year":2005,"lang":"en","type":"article","venue":"ChemInform","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Nanotechnology; Nano-; Nanoparticle; Chemical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650468,0.00010463,0.000151262,0.00008638705,0.00008363956,0.00007379341,0.0003694101,0.00008357663,0.0002033711],"category_scores_gemma":[0.00007159958,0.0000953207,0.00001809509,0.0002951958,0.0003157692,0.000408569,0.0002184811,0.00005144178,0.0002340225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007427914,"about_ca_system_score_gemma":0.0000498069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003052067,"about_ca_topic_score_gemma":0.00003979627,"domain_scores_codex":[0.9990172,4.423814e-7,0.0002747099,0.0002681731,0.0001499345,0.0002894796],"domain_scores_gemma":[0.9994756,0.00002646051,0.00008288151,0.0003198426,0.00003308294,0.00006214126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004792037,0.00002909814,0.00005427409,0.00002507126,9.143861e-7,9.036982e-7,0.0002929738,0.000009480526,0.9677171,0.0006499086,0.00009761462,0.03111791],"study_design_scores_gemma":[0.0001683733,0.000007803302,0.0001120496,0.000007229839,0.000006834815,0.00002713274,0.0001818581,0.0001553612,0.9942483,0.0007427746,0.004222389,0.0001198595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948385,0.000160708,0.0001690279,0.0003974277,0.00006014883,0.0001595429,0.000008918222,0.0001096435,0.004096095],"genre_scores_gemma":[0.9977933,0.00002510025,0.001575711,0.00008935669,0.00004996815,0.00008726426,0.000008274415,0.000006476944,0.0003645583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03099805,"threshold_uncertainty_score":0.3887065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006201187115729831,"score_gpt":0.2337471242459596,"score_spread":0.2275459371302298,"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."}}