{"id":"W2330656666","doi":"10.1021/sc400008e","title":"Nanocomposite Catalyst with Palladium Nanoparticles Encapsulated in a Polymeric Acid: A Model for Tandem Environmental Catalysis","year":2013,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Palladium; Sulfonic acid; Tandem; Nanocomposite; Polystyrene; Nanoparticle; Chemistry; Cyclohexane; Materials science; Organic chemistry; Chemical engineering; Combinatorial chemistry; Nanotechnology; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001242297,0.0003739886,0.0002455492,0.0002788845,0.0001429087,0.000458505,0.0005078907,0.0003796342,0.0004104379],"category_scores_gemma":[0.0001452031,0.0002024842,0.0001778358,0.0001716142,0.0002145722,0.0003659408,0.000251017,0.0005078517,0.0002931592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410625,"about_ca_system_score_gemma":0.0001661737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005810695,"about_ca_topic_score_gemma":0.001119566,"domain_scores_codex":[0.9998345,0.00001348419,0.000009694234,0.00005339156,0.00007121153,0.00001773356],"domain_scores_gemma":[0.9999529,0.000009012027,0.00001065593,0.000005922956,0.00001172654,0.000009826916],"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":[0.00003073656,0.0000352871,0.00009890462,0.00004009496,0.000009674991,0.00004695943,0.000008487782,0.0003267866,0.9970242,0.0003058625,0.00004097609,0.002032051],"study_design_scores_gemma":[0.000005974292,0.00009794203,0.0002672399,0.000001851014,0.00001302112,0.0001032157,0.000006829678,0.003957794,0.9935519,0.00005361424,0.001936926,0.000003725348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600123,0.002694289,0.03079602,0.0001875981,0.00008481406,0.00006910897,0.0001716718,0.0003937551,0.00559055],"genre_scores_gemma":[0.9865868,0.0005273487,0.009995055,0.00002052429,0.00001195971,0.00001854579,0.0001170757,0.00003229666,0.002690325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005810695,"threshold_uncertainty_score":0.002979338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003440471539725178,"score_gpt":0.1701540898367933,"score_spread":0.1667136182970681,"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."}}