{"id":"W4245801234","doi":"10.2172/889655","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":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Investment (military); Production (economics); Work (physics); Coal; Return on investment; Production cost; Key (lock); Membrane; Business; Engineering; Operations management; Process engineering; Computer science; Waste management; Chemistry; Economics; Mechanical engineering; Political science; Microeconomics; Computer security","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":[0.0004839819,0.0005101127,0.0002933448,0.00121251,0.0006070973,0.0005676662,0.0006654144,0.000637529,0.004043516],"category_scores_gemma":[0.0005208387,0.0004783958,0.0004049466,0.0006814685,0.0002151623,0.0008642552,0.0005789119,0.001155446,0.002654305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881502,"about_ca_system_score_gemma":0.0008169424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008810389,"about_ca_topic_score_gemma":0.003396501,"domain_scores_codex":[0.9992062,0.00004733068,0.00004402702,0.00005777922,0.0006096835,0.00003496205],"domain_scores_gemma":[0.9998114,0.00002529361,0.00003644704,0.000048336,0.00006374562,0.00001479026],"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":[0.00004750497,0.0001890002,0.0003185034,0.0004481184,0.00002711777,0.0001475743,0.00005362201,0.0003463358,0.9582525,0.001130036,0.001759943,0.03727979],"study_design_scores_gemma":[0.0000176933,0.0001911173,0.0009107147,0.00001559181,0.00002901599,0.0004384354,0.00003783121,0.001115482,0.9783257,0.0001677981,0.01873755,0.00001295824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5599871,0.01312993,0.3598457,0.002087349,0.0007683028,0.002202395,0.004434022,0.002505831,0.05503935],"genre_scores_gemma":[0.6770054,0.01137621,0.2543513,0.0002924287,0.0001032328,0.0009337661,0.005057669,0.0003212728,0.05055886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004043516,"threshold_uncertainty_score":0.01352692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910315538319198,"score_gpt":0.3149435788946156,"score_spread":0.2758404235114236,"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."}}