{"id":"W6990375886","doi":"","title":"Development of UMS Coatings for Hard Chromium Replacement","year":2000,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromium; Welding; Metal coating; Weldability; Base metal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005667487,0.0008018712,0.000480884,0.0008937419,0.000648006,0.0009454109,0.001164472,0.000670723,0.01367749],"category_scores_gemma":[0.0007149244,0.0003604539,0.0006851191,0.0004470579,0.0002247106,0.0006499447,0.0007184476,0.0006112733,0.005867538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007020945,"about_ca_system_score_gemma":0.0006883341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331359,"about_ca_topic_score_gemma":0.006157694,"domain_scores_codex":[0.9993342,0.00004279774,0.00002217917,0.0000576864,0.0004575287,0.00008554965],"domain_scores_gemma":[0.9996926,0.00001923901,0.0000413257,0.00005496408,0.0001443756,0.00004757225],"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":[0.000370137,0.0002023428,0.0007453669,0.001390586,0.00005092128,0.0002827525,0.0001128754,0.001250942,0.7360622,0.006020973,0.03358806,0.2199229],"study_design_scores_gemma":[0.0000567435,0.0004881824,0.002108779,0.00009647205,0.00005461415,0.00032758,0.00004742372,0.003152673,0.7920303,0.000390479,0.201226,0.00002076293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2684263,0.0247656,0.07824422,0.001500889,0.003621093,0.001351056,0.002654349,0.006376944,0.6130596],"genre_scores_gemma":[0.4425706,0.01168923,0.1003595,0.0005559191,0.0002586317,0.0002428874,0.003069335,0.001366197,0.4398877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01367749,"threshold_uncertainty_score":0.04575574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593310959796556,"score_gpt":0.2709376249059882,"score_spread":0.2450045153080226,"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."}}