{"id":"W2794269246","doi":"10.1007/s11661-018-4513-7","title":"Selective Oxidation of a 0.1C-6Mn-2Si Third Generation Advanced High-Strength Steel During Dew-Point Controlled Annealing","year":2018,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Dew point; Annealing (glass); Oxide; Partial pressure; Oxygen; Dew; Amorphous solid; Internal oxidation; Chemistry; Grain boundary; Materials science; Analytical Chemistry (journal); Metallurgy; Thermodynamics; Crystallography; Microstructure; Condensation","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":[],"consensus_categories":[],"category_scores_codex":[0.0002130619,0.0002101113,0.0005010524,0.0001098405,0.0001976976,0.00009407056,0.00006097935,0.0001441055,0.0003205327],"category_scores_gemma":[0.00002032023,0.0001927086,0.00007527485,0.000186286,0.00007430244,0.0002733239,0.000005379123,0.0001117425,0.000007914859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004378416,"about_ca_system_score_gemma":0.0000145285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005692135,"about_ca_topic_score_gemma":0.0001315746,"domain_scores_codex":[0.9987558,0.00009292942,0.000519301,0.0002558311,0.0001540588,0.0002221167],"domain_scores_gemma":[0.9995185,0.00004028302,0.00008723763,0.0001401956,0.0001342899,0.00007945699],"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":[0.000149686,0.00004569392,8.519012e-7,0.00005644931,0.00008532792,0.000002585901,0.0003521679,0.006147312,0.9929383,0.00010065,0.000003580346,0.0001174239],"study_design_scores_gemma":[0.002727738,0.0001196428,0.001106704,0.00005131726,0.0001536444,0.00002020678,0.00004636002,0.002431296,0.9930264,0.0000179354,0.00008174854,0.0002170392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418845,0.00005417212,0.05679137,0.00002229718,0.0005474882,0.0004114137,0.00004375531,0.0002133828,0.00003162102],"genre_scores_gemma":[0.9944,0.00009124552,0.004993248,0.000005088872,0.0001758435,0.0001370903,0.00003908076,0.00003276002,0.0001256111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05251553,"threshold_uncertainty_score":0.785843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00724986093571474,"score_gpt":0.2111782828611063,"score_spread":0.2039284219253916,"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."}}