{"id":"W1985036931","doi":"10.3365/met.mat.2008.12.791","title":"Morphology and chemistry of oxide inclusions after Al and Ti complex deoxidation","year":2008,"lang":"en","type":"article","venue":"Metals and Materials International","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Oxide; Inclusion (mineral); Materials science; Morphology (biology); Metallurgy; Chemical engineering; Mineralogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007565488,0.0000626337,0.0001486693,0.0001476215,0.0002457757,0.0003023573,0.0001773106,0.0001662812,0.001613041],"category_scores_gemma":[0.000217538,0.00011175,0.0000878168,0.000141422,0.0002961422,0.0002124506,0.0001379336,0.000169789,0.0001614979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744209,"about_ca_system_score_gemma":0.0001534017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216437,"about_ca_topic_score_gemma":0.004188387,"domain_scores_codex":[0.9999458,0.000003019718,0.000002371203,0.00001096835,0.00002324612,0.00001458387],"domain_scores_gemma":[0.999898,0.00002463998,0.00002131627,0.000009848611,0.0000330478,0.00001317033],"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":[0.0005544215,0.00001890362,0.00265496,0.0000281392,0.000005985299,0.0002597292,0.0002615128,0.0002559311,0.9931125,0.0004063199,0.00008560657,0.002355881],"study_design_scores_gemma":[0.0000237461,0.0001942033,0.06303564,0.000004140297,0.00001161921,0.0002925552,0.0003856128,0.00292429,0.9312531,0.0002024487,0.001660064,0.00001248659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984885,0.00007907934,0.000246015,0.00000925358,0.000003544884,0.000002843704,0.0000656016,0.000008828346,0.001096221],"genre_scores_gemma":[0.997869,0.00004340412,0.0002486536,0.000005639477,0.000001432207,0.000002821212,0.0001168216,0.000008852147,0.001703469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003216437,"threshold_uncertainty_score":0.006395459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338457494041857,"score_gpt":0.2278899569826049,"score_spread":0.2145053820421863,"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."}}