{"id":"W1972476913","doi":"10.1007/s11663-007-9031-8","title":"Copper Matte Penetration Resistance of Basic Refractories","year":2007,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Diverse Scientific and Engineering Research","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Penetration (warfare); Metallurgy; Copper; Materials science; Engineering; Operations research","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":[0.0003200289,0.00006771577,0.0001276877,0.00005769066,0.00004736424,0.00004577254,0.00004669902,0.00004809987,0.00101118],"category_scores_gemma":[0.000003960944,0.00006375477,0.00002500941,0.0001197428,0.00006427695,0.0001240049,0.000002522786,0.00004882874,0.00002121223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001092322,"about_ca_system_score_gemma":0.000003869153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001572454,"about_ca_topic_score_gemma":0.0000359895,"domain_scores_codex":[0.9994359,0.000008143273,0.0001798805,0.00009551941,0.0001322527,0.0001482858],"domain_scores_gemma":[0.9997952,0.00002774766,0.00001086545,0.00007996773,0.00002651843,0.00005969348],"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":[0.0001176858,0.00007593081,0.000003382649,0.0006649313,0.0001159593,0.00002422994,0.0003456282,0.009824876,0.9832589,0.002569292,0.0008451917,0.002153997],"study_design_scores_gemma":[0.001060471,0.00007287618,0.01103498,0.0001613506,0.0001193458,0.00003636703,0.0003466037,0.002758115,0.7713845,0.0004323942,0.2119624,0.0006305885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6049703,0.000228989,0.3896341,0.00002819972,0.0007538162,0.00009311866,0.00004707734,0.000124705,0.004119702],"genre_scores_gemma":[0.9961008,0.0001768028,0.001008355,0.00000251004,0.00002292692,0.000004182163,0.000006955209,0.000009059596,0.002668377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3911306,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148722709354972,"score_gpt":0.2190224486797195,"score_spread":0.2075352215861697,"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."}}