{"id":"W2118427837","doi":"10.1017/s1431927608084110","title":"Methods for location of palladium catalyst nanoparticles in mesoporous silicates","year":2008,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology","funders":"","keywords":"Microanalysis; Mesoporous material; Palladium; Catalysis; Materials science; Nanoparticle; Chemical engineering; Nanotechnology; Chemistry; Engineering; Organic chemistry","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":[0.0003791159,0.0004176857,0.0002324338,0.0006030931,0.0003481604,0.0004601155,0.0006221306,0.0004413433,0.002178085],"category_scores_gemma":[0.0003636743,0.000487262,0.0002288905,0.0002161787,0.0003565348,0.0003662092,0.0004731094,0.0006191827,0.0009196487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004786156,"about_ca_system_score_gemma":0.0002302682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007468207,"about_ca_topic_score_gemma":0.002897269,"domain_scores_codex":[0.9997589,0.00001872306,0.00001756542,0.00007555951,0.00009396693,0.00003534537],"domain_scores_gemma":[0.9997826,0.00007662645,0.00003817163,0.00004546102,0.00004432393,0.00001282622],"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":[0.00003214841,0.000006032166,0.00005650126,0.00007339969,0.000006569376,0.00002135413,0.00002069299,0.00006006171,0.9973757,0.0002025958,0.00006671643,0.002078357],"study_design_scores_gemma":[0.000007275386,0.00001803953,0.0001945709,0.000002274924,0.000005334901,0.00003258295,0.00001024683,0.0005598089,0.9978746,0.00003818331,0.001254117,0.00000305529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7104065,0.00497109,0.2626327,0.0005610446,0.0003800402,0.0003512351,0.001240948,0.001848832,0.01760752],"genre_scores_gemma":[0.8844584,0.002072676,0.09510519,0.0001835162,0.00004955592,0.0002663837,0.0006503938,0.000207286,0.01700653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178085,"threshold_uncertainty_score":0.00728637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291111318375258,"score_gpt":0.2952776857169485,"score_spread":0.2823665725331959,"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."}}