{"id":"W2568003039","doi":"10.1007/s11661-016-3894-8","title":"Thermodynamic Modeling of the Al-Cr-Mn Ternary System","year":2017,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Phase diagram; Gibbs free energy; Thermodynamics; Ternary operation; Ternary plot; Ternary numeral system; Phase (matter); Liquid phase; Formalism (music); Chemistry; Materials science; Physics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008656106,0.0001134011,0.0002138262,0.00001553737,0.0002481012,0.0001118881,0.0002088567,0.00005911597,0.0001072643],"category_scores_gemma":[0.000002130801,0.00007323857,0.00006601263,0.000015249,0.0001073677,0.0001253914,0.00001808638,0.00006795976,0.00000398766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001514664,"about_ca_system_score_gemma":0.00000520195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001667656,"about_ca_topic_score_gemma":0.00002503849,"domain_scores_codex":[0.9994453,0.00002397429,0.0002120524,0.0001128421,0.00008275401,0.0001230294],"domain_scores_gemma":[0.9996126,0.000005563815,0.00004066557,0.0002944836,0.00001667914,0.00003001212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002889723,0.0000138772,0.000001694256,0.0003650425,0.000165087,0.000005727719,0.0001722037,0.02812389,0.9699405,0.0002714669,0.000004181738,0.0009074546],"study_design_scores_gemma":[0.0005372407,0.00002060297,0.0007911953,0.000226105,0.0001974327,0.000226976,0.0001306835,0.907513,0.08897606,0.0001975025,0.0008775467,0.0003056707],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122217,0.0002120063,0.08619159,0.00006166116,0.0006298807,0.0001339679,0.00005100791,0.00008487725,0.0004133176],"genre_scores_gemma":[0.9993761,0.00007737951,0.0003288878,0.000006513647,0.00002438678,0.00001796407,0.000001184212,0.00002136417,0.0001462166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8809644,"threshold_uncertainty_score":0.2986582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009777526077902395,"score_gpt":0.188837941056102,"score_spread":0.1790604149781996,"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."}}