{"id":"W2565476982","doi":"10.1103/physrevb.92.174106","title":"Structures and stability of novel transition-metal<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mo>(</mml:mo><mml:mrow><mml:mi>M</mml:mi><mml:mspace width=\"0.16em\"/><mml:mo>=</mml:mo><mml:mspace width=\"0.16em\"/><mml:mi>Co</mml:mi><mml:mo>,</mml:mo><mml:mspace width=\"0.16em\"/><mml:mi>Rh</mml:mi><mml:mo>,</mml:mo><mml:mspace width=\"0.16em\"/><mml:mi>Co</mml:mi><mml:mspace width=\"0.16em\"/><mml:mi mathvariant=\"normal\">and</mml:mi><mml:mspace width=\"0.16em\"/><mml:mi>Ir</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math>borides","year":2015,"lang":"lv","type":"article","venue":"Physical Review B","topic":"Boron and Carbon Nanomaterials Research","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Natural Science Foundation of Hebei Province; Department of Education of Hebei Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Stability (learning theory); Transition metal; Metal; Convex hull; Algorithm; Stoichiometry; Machine learning; Crystallography; Physics; Computer science; Regular polygon; Physical chemistry; Geometry; Mathematics; Chemistry; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000928208,0.0002336013,0.0001716231,0.0002236881,0.0006122978,0.0007172201,0.0009984523,0.0005912593,0.007001882],"category_scores_gemma":[0.0002798727,0.0002433472,0.0001662764,0.0002347329,0.0002344843,0.0004474389,0.0003366471,0.0004437008,0.001410209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097441,"about_ca_system_score_gemma":0.0003004868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003297889,"about_ca_topic_score_gemma":0.005243714,"domain_scores_codex":[0.9998982,0.00000535056,0.000004276551,0.00003114162,0.00003271341,0.00002833609],"domain_scores_gemma":[0.9999202,0.000007260978,0.00001815332,0.000009748189,0.00002843051,0.00001611282],"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":[0.001128098,0.0002204745,0.00143444,0.0008154653,0.0001089209,0.0005258223,0.0004531828,0.005510581,0.9296904,0.01547599,0.02749247,0.01714421],"study_design_scores_gemma":[0.0001002469,0.0006606312,0.004269036,0.00004727042,0.00005774689,0.0002546678,0.0003432158,0.02441584,0.9185818,0.001418493,0.04978264,0.00006844128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570103,0.002481217,0.003569695,0.0005872332,0.0002698883,0.00003406401,0.001467941,0.0005415488,0.03403804],"genre_scores_gemma":[0.9803067,0.0004614926,0.002293148,0.00009355193,0.00001885775,0.00004876641,0.001649585,0.0001272045,0.01500078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007001882,"threshold_uncertainty_score":0.02342361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568177853425165,"score_gpt":0.2751263558483576,"score_spread":0.249444577314106,"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."}}