{"id":"W2377514365","doi":"","title":"Quality Control of Stainless Steel Tableware Based on the Test Results of Chromium Released","year":2012,"lang":"en","type":"article","venue":"","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Chromium; Metallurgy; Raw material; Materials science; Surface roughness; Austenitic stainless steel; Corrosion; Composite material; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004495905,0.0001146235,0.0002821111,0.00002996812,0.00009034672,0.00002124127,0.0004160491,0.00005612975,0.001879798],"category_scores_gemma":[0.002566533,0.00006309523,0.00005596261,0.0001662482,0.0002648362,0.0001692397,0.00004098607,0.00004728094,0.000061645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000204654,"about_ca_system_score_gemma":0.00009814515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005720197,"about_ca_topic_score_gemma":0.00002969305,"domain_scores_codex":[0.9981132,0.0003889426,0.0005126906,0.0001937451,0.0004645494,0.000326862],"domain_scores_gemma":[0.9970203,0.001809459,0.0003604122,0.0005685462,0.0001424543,0.00009884578],"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":[0.0003537728,0.0002200299,0.0005662319,0.00004214589,0.000001939848,2.184395e-7,0.0000854858,0.0001109818,0.990484,0.007644428,0.0004506958,0.00004006231],"study_design_scores_gemma":[0.00113889,0.0001556267,0.02010696,0.00003417262,0.000009877866,2.808563e-7,0.0001646855,0.0006447864,0.9765515,0.0001227394,0.0009582778,0.00011221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817743,0.00001686457,0.00220802,0.0007297568,0.0005099361,0.000370582,0.0004518588,0.00003732786,0.01390132],"genre_scores_gemma":[0.9985982,9.781576e-7,0.0004865131,0.0003675461,0.0000526961,0.00001276093,0.000003622401,0.000005378698,0.0004722623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954073,"threshold_uncertainty_score":0.9990326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254570323299723,"score_gpt":0.2757905434296012,"score_spread":0.243244840196604,"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."}}