{"id":"W4413139026","doi":"10.1002/advs.202507630","title":"Revealing a Pathway for Low‐Temperature Recrystallization in Germanium","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Oak Ridge National Laboratory; Division of Materials Research; Office of Science; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; Canada Excellence Research Chairs, Government of Canada; U.S. Department of Energy; Ministerul Cercetării, Inovării şi Digitalizării; National Science Foundation","keywords":"Recrystallization (geology); Germanium; Materials science; Germanium compounds; Metallurgy; Engineering physics; Geology; Physics; Petrology","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":[0.0001649975,0.00006238863,0.00007283738,0.0001850107,0.00007158462,0.00003215215,0.0002025701,0.00005009578,0.00000109426],"category_scores_gemma":[0.00007899044,0.00006198858,0.00001558686,0.0008940523,0.00006783906,0.0002030881,0.00001962641,0.00008617886,9.546594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007885336,"about_ca_system_score_gemma":0.0000450381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.972724e-7,"about_ca_topic_score_gemma":0.00001144344,"domain_scores_codex":[0.9994809,0.000002960941,0.000103991,0.0001600182,0.00006696511,0.0001851615],"domain_scores_gemma":[0.9997483,0.00003266264,0.00001005803,0.0001615929,0.00003276913,0.00001461465],"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":[0.000002483037,0.000004425042,0.0001426556,0.00005073763,5.473243e-7,7.616694e-7,0.00005687886,0.08019643,0.9052363,0.006984627,0.00002077003,0.007303374],"study_design_scores_gemma":[0.0002361138,0.00001007697,0.0009513606,0.0001201038,7.418601e-7,2.860542e-7,0.0001273409,0.06577314,0.9288846,0.001024431,0.002766994,0.0001047704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557261,0.0004918217,0.03886601,0.0001170443,0.0004412313,0.0003070757,0.000002820833,0.0004742684,0.003573638],"genre_scores_gemma":[0.9950474,0.00004000774,0.004649237,0.00009334221,0.000004749847,0.00004356948,0.000001684782,0.000005270377,0.0001147278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03932132,"threshold_uncertainty_score":0.2527821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00493402720877153,"score_gpt":0.2388474746816127,"score_spread":0.2339134474728411,"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."}}