{"id":"W4409537162","doi":"10.5006/c2003-03474","title":"Alloy Carburization at Temperatures of 1,200 - 2,100°F (650 - L,150°C)","year":2003,"lang":"en","type":"article","venue":"","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Polytechnique Montréal","funders":"","keywords":"Materials science; Alloy; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251211,0.0004699859,0.0005558411,0.000408334,0.0005575019,0.0004418464,0.0004702918,0.0004977576,0.004215754],"category_scores_gemma":[0.0004287262,0.0002685,0.0002819332,0.000560753,0.0002473982,0.000351187,0.0002174561,0.0004434838,0.0006326302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131603,"about_ca_system_score_gemma":0.0004290244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226179,"about_ca_topic_score_gemma":0.01745398,"domain_scores_codex":[0.9997334,0.00001709702,0.00001508718,0.00008012439,0.0001007872,0.0000534556],"domain_scores_gemma":[0.9998947,0.00001796998,0.00001429742,0.00002228789,0.00004195199,0.000008700047],"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":[0.0005025562,0.00005327279,0.002940606,0.0002008673,0.00003933833,0.0001011511,0.000234741,0.003506199,0.9846367,0.0004038432,0.0005837543,0.006796921],"study_design_scores_gemma":[0.00002386428,0.0002679458,0.01048979,0.00001639389,0.00002230411,0.00004876584,0.00005110431,0.006547209,0.9788659,0.00009370522,0.003561634,0.00001129524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899365,0.0009409781,0.002568334,0.00005665512,0.00003112036,0.00005944046,0.001221192,0.0003194566,0.004866273],"genre_scores_gemma":[0.9944365,0.0002453401,0.001779087,0.0000246225,0.000005437627,0.00002956628,0.0009050203,0.00008434513,0.002490047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226179,"threshold_uncertainty_score":0.0243808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006215577101841234,"score_gpt":0.19168656495353,"score_spread":0.1854709878516887,"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."}}