{"id":"W4237926505","doi":"10.2172/894522","title":"COST-EFFECTIVE METHOD FOR PRODUCING SELF SUPPORTED PALLADIUM ALLOY MEMBRANES FOR USE IN EFFICIENT PRODUCTION OF COAL DERIVED HYDROGEN","year":2006,"lang":"en","type":"report","venue":"","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Membrane; Alloy; Fabrication; Ternary alloy; Palladium; Materials science; Permeation; Quarter (Canadian coin); Chemical engineering; Process engineering; Nanotechnology; Metallurgy; Engineering; Catalysis; Chemistry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006338946,0.0004216981,0.0003736816,0.001071224,0.0005639739,0.0006452036,0.0007332779,0.0004993061,0.002718608],"category_scores_gemma":[0.0005280225,0.0004519125,0.0004132806,0.0006309602,0.0002349191,0.0007753674,0.0004721214,0.0009401208,0.001345226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484148,"about_ca_system_score_gemma":0.0006902753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006810273,"about_ca_topic_score_gemma":0.002602075,"domain_scores_codex":[0.9991592,0.0000632341,0.00005648529,0.00005730305,0.0006277148,0.0000360958],"domain_scores_gemma":[0.9997268,0.00004185396,0.00005506392,0.0000705962,0.0000859647,0.00001966904],"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":[0.00003246379,0.00008390784,0.0003040641,0.0001870534,0.00001721414,0.0001084439,0.0000417548,0.0002424703,0.9822189,0.0006530497,0.0004688947,0.01564188],"study_design_scores_gemma":[0.000009529441,0.0001054252,0.0006685074,0.000006851726,0.00001480481,0.0001895081,0.00003336952,0.0007315498,0.9915221,0.00007660565,0.006634474,0.000007331799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7678178,0.004305176,0.2048054,0.001134812,0.0002678456,0.0009494072,0.001672268,0.001587226,0.01746006],"genre_scores_gemma":[0.6701934,0.004323074,0.298784,0.0001437762,0.00005035933,0.0006400996,0.002540558,0.0002493422,0.02307542],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002718608,"threshold_uncertainty_score":0.009094596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0869848483196734,"score_gpt":0.3567559485316324,"score_spread":0.269771100211959,"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."}}