{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006835706,0.0001389477,0.0002982471,0.000253165,0.0002511099,0.000293472,0.0005278167,0.0000908525,0.001578866],"category_scores_gemma":[0.004464109,0.0001246249,0.00001462659,0.001028427,0.001302711,0.0003797938,0.0005655045,0.00009956414,0.0001040171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007993322,"about_ca_system_score_gemma":0.00009289211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171206,"about_ca_topic_score_gemma":0.00002023296,"domain_scores_codex":[0.9970849,0.0004025011,0.0007017232,0.0004624357,0.0008273226,0.0005211391],"domain_scores_gemma":[0.9975142,0.0004089606,0.0001959998,0.0006597638,0.001127422,0.00009358544],"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":[0.0000308357,0.0000829697,0.0001033804,0.0001907497,0.000001604391,3.004526e-7,0.0001559279,0.000002944253,0.9627865,0.03622156,0.0002193545,0.0002038826],"study_design_scores_gemma":[0.0001782481,0.000143602,0.00362518,0.00004252732,0.000003668422,0.000005564381,0.00007915595,0.00007374938,0.979408,0.01537318,0.0009440245,0.0001230838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919512,0.00001895155,0.004999129,0.0006218685,0.0005243846,0.0003401152,0.0001901639,0.00006464802,0.001289584],"genre_scores_gemma":[0.995445,0.00001202988,0.004195872,0.00003197969,0.0001400444,0.00006321105,0.00003224288,0.00001582537,0.00006375282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084838,"threshold_uncertainty_score":0.9993338,"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."}}