{"id":"W4411354573","doi":"10.1021/acs.jpcc.5c00654","title":"Large-Area Monocrystalline Copper Microflake Synthesis","year":2025,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Laidlaw Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Monocrystalline silicon; Copper; Materials science; Metallurgy; Silicon","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642151,0.00009439245,0.0001904568,0.00001446776,0.00003600198,0.00001891272,0.0003290762,0.00004783602,0.00003249646],"category_scores_gemma":[0.00008390825,0.00005987968,0.00008341749,0.00008896723,0.00003659977,0.0000324551,0.00005984493,0.0001807181,0.000003653192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002578401,"about_ca_system_score_gemma":0.00001296978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.160058e-7,"about_ca_topic_score_gemma":1.717046e-7,"domain_scores_codex":[0.9995638,0.000009976693,0.0001803028,0.00003917621,0.00007338277,0.0001334311],"domain_scores_gemma":[0.9995862,0.000139955,0.00004595146,0.0001694935,0.00003899703,0.00001944187],"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":[0.00001373848,0.00002706224,0.0000100575,0.00007523521,0.00006169531,0.000002487478,0.00004266264,0.00115662,0.9950364,0.00003708059,0.002973854,0.000563112],"study_design_scores_gemma":[0.0001064534,0.000006183472,0.00004286608,0.0000856928,0.00005061865,0.000008897562,0.00009014332,0.001520007,0.9913798,0.0009622434,0.00568558,0.00006154148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966159,0.0003535213,0.0005805903,0.0003012758,0.00006395262,0.00002109671,0.000007935256,0.00008664838,0.00196912],"genre_scores_gemma":[0.999539,0.00009550044,0.0001034574,0.0000127096,0.000126653,0.000001308152,3.614527e-7,0.000008774538,0.000112253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003656622,"threshold_uncertainty_score":0.2441823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006055749586029844,"score_gpt":0.2109232193617877,"score_spread":0.2048674697757579,"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."}}