{"id":"W166463393","doi":"","title":"Permanent Mold Casting of Copper-Base Alloys for Plumbing Applications","year":2000,"lang":"en","type":"article","venue":"Journal of the Korea Foundry Society","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metallurgy; Brass; Materials science; Foundry; Mold; Casting; Silicon; Bronze; Copper; Lead (geology); Ferrous; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303461,0.00009132829,0.0002092395,0.0000113353,0.0003218605,0.0000585662,0.0005473047,0.00005283624,0.0003976954],"category_scores_gemma":[0.00005189786,0.00006049584,0.0003381835,0.0001251971,0.000196522,0.0002204205,0.00005192568,0.00009285588,0.00001318832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006468299,"about_ca_system_score_gemma":0.000119144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004711263,"about_ca_topic_score_gemma":0.000006466626,"domain_scores_codex":[0.998814,0.00005622067,0.0004582778,0.0001250899,0.0003352859,0.000211137],"domain_scores_gemma":[0.9989937,0.0001175783,0.0004465995,0.0002192317,0.0001474999,0.00007536804],"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":[0.00003707023,0.00008336583,0.00009787821,0.00006243476,0.00002035687,9.650623e-7,0.0009326941,0.001757859,0.9927926,0.0008179502,0.001938434,0.001458411],"study_design_scores_gemma":[0.003690064,0.0006916496,0.004664004,0.000643282,0.0005743536,0.001020867,0.002249385,0.004246732,0.8531626,0.02085185,0.1072825,0.0009227531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960892,0.00009323379,0.001590157,0.0005693922,0.0005033583,0.0002479691,0.00001728934,0.000009741208,0.0008796887],"genre_scores_gemma":[0.9887174,0.00004836442,0.009972027,0.0002759705,0.0002726972,0.00001316039,7.964827e-7,0.000009163537,0.0006904133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.13963,"threshold_uncertainty_score":0.4354486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025204764880103,"score_gpt":0.263575433838684,"score_spread":0.238370668958581,"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."}}