{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000706733,0.0001631131,0.000128304,0.00008995263,0.0001191262,0.0002105688,0.0002687492,0.0002519457,0.001518776],"category_scores_gemma":[0.0001257348,0.0001347011,0.0001368448,0.00005522693,0.0002511174,0.0002307572,0.0001573714,0.0003367884,0.0002193665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249717,"about_ca_system_score_gemma":0.0001680657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186058,"about_ca_topic_score_gemma":0.0006982181,"domain_scores_codex":[0.9999601,0.000003387376,0.000001291993,0.00001030288,0.00001230742,0.00001264325],"domain_scores_gemma":[0.9999486,0.00001919994,0.00001257064,0.00001076185,0.000005931845,0.00000295953],"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":[0.00006457872,0.00001624736,0.0003307249,0.00006297678,0.000006147151,0.00008135839,0.00004131497,0.001130436,0.9955491,0.0008280914,0.00008146242,0.001807662],"study_design_scores_gemma":[0.000007245299,0.000100673,0.001467384,0.000003835902,0.000004549738,0.00007258153,0.00002465861,0.006578667,0.9908013,0.0002036465,0.0007310379,0.000004347534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988466,0.0005359084,0.008879783,0.00007834531,0.00001401207,0.00001391525,0.00008413268,0.0001616587,0.001766196],"genre_scores_gemma":[0.9987997,0.00006476012,0.0006269898,0.000007751137,0.000001001775,0.000004259084,0.00002236196,0.00001307561,0.0004601294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001518776,"threshold_uncertainty_score":0.005080819,"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."}}