{"id":"W2611280542","doi":"10.1149/ma2005-01/44/1708","title":"Structure, Morphology, and Reactivity of Conducting Polymer-Linked Polyoxometallate-Stabilized Platinum Nanoparticles","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Polyoxometalates: Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Platinum; Morphology (biology); Reactivity (psychology); Materials science; Platinum nanoparticles; Nanoparticle; Chemical engineering; Polymer; Nanotechnology; Polymer chemistry; Chemistry; Composite material; Organic chemistry; Catalysis; Geology; Engineering; Medicine; Paleontology","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":[0.0000692635,0.00009535597,0.00008543004,0.0001541029,0.0001322916,0.0001790778,0.0002481383,0.0002516528,0.001244569],"category_scores_gemma":[0.0002294588,0.0001213124,0.00009394734,0.00008161305,0.0001760703,0.0001772643,0.000068946,0.0001749264,0.0001677802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859767,"about_ca_system_score_gemma":0.00005952598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006532079,"about_ca_topic_score_gemma":0.0005193336,"domain_scores_codex":[0.9999481,0.000004324723,0.000002389478,0.00001876751,0.00001607653,0.0000103064],"domain_scores_gemma":[0.9999162,0.00002534122,0.00002221123,0.00000997133,0.0000162744,0.000009974544],"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":[0.0001867183,0.00001817674,0.0003229398,0.00002730177,0.00000596679,0.00007890195,0.00004150318,0.0004221684,0.9971975,0.0002130763,0.0001077475,0.001377942],"study_design_scores_gemma":[0.00001842782,0.0001710525,0.006585798,0.000003947081,0.00001244432,0.0001250661,0.00003479345,0.004214628,0.9880787,0.0001244922,0.0006245932,0.000006178141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975984,0.0001834346,0.000559648,0.00002320641,0.000007401895,0.00000435622,0.00007452849,0.00002069838,0.001528388],"genre_scores_gemma":[0.9988862,0.00004385378,0.0002002385,0.000007116335,0.000001746283,0.000003720671,0.0001040015,0.000007915697,0.0007451689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001244569,"threshold_uncertainty_score":0.004163504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920651166168891,"score_gpt":0.2588555899079925,"score_spread":0.2296490782463035,"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."}}