{"id":"W2072328657","doi":"10.1179/1433075x14y.0000000262","title":"Stability and dissolution kinetics of Pd/MCM-41","year":2014,"lang":"en","type":"article","venue":"Materials Research Innovations","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dissolution; Kinetics; Materials science; Metastability; MCM-41; Amorphous solid; Amorphous silica; Reaction rate constant; Chemical engineering; Catalysis; Nuclear chemistry; Crystallography; Chemistry; Mesoporous material; 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":[0.0002750897,0.0002852429,0.0002483852,0.0003174906,0.0003185202,0.0003349999,0.0003409832,0.0003433165,0.001357849],"category_scores_gemma":[0.0006668599,0.0001996905,0.0003407441,0.0003024735,0.0002483366,0.0002788826,0.0002151625,0.0003757213,0.0003216508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007770017,"about_ca_system_score_gemma":0.0003544953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005242043,"about_ca_topic_score_gemma":0.002564397,"domain_scores_codex":[0.9997483,0.00001464105,0.00001854102,0.00005111924,0.0001151027,0.00005220493],"domain_scores_gemma":[0.9998661,0.00003011272,0.00002914564,0.0000167959,0.00004340327,0.00001440301],"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":[0.000243927,0.00002078136,0.0007566011,0.00009315534,0.00001977231,0.00009717137,0.00008648504,0.001957672,0.9921955,0.0001926472,0.0000814802,0.004254808],"study_design_scores_gemma":[0.000004255596,0.0001069253,0.00253102,0.000005227618,0.00001068395,0.00005193374,0.00002002829,0.003491503,0.9924068,0.00004117699,0.001320737,0.000009838768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958541,0.0006274034,0.001255509,0.00003646984,0.00001330961,0.00001584975,0.0006062132,0.00005707168,0.001534157],"genre_scores_gemma":[0.9961435,0.0003440562,0.001158339,0.00001371176,0.000002860397,0.0000152902,0.0004558239,0.00001786273,0.001848628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005242043,"threshold_uncertainty_score":0.01042306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08607368880520566,"score_gpt":0.3749153370291617,"score_spread":0.288841648223956,"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."}}