{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013622,0.0005357598,0.0004066163,0.0005470502,0.0004085878,0.0003372211,0.0005563768,0.0004971931,0.002049576],"category_scores_gemma":[0.0002053916,0.000342324,0.0002254772,0.0003657934,0.0002202919,0.0002752573,0.0003151105,0.000439476,0.0008217416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000528213,"about_ca_system_score_gemma":0.0003461617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420031,"about_ca_topic_score_gemma":0.004275951,"domain_scores_codex":[0.9997725,0.00001001461,0.00001339212,0.00006076233,0.00009221319,0.00005117355],"domain_scores_gemma":[0.9998569,0.00001920215,0.00002950473,0.00003171633,0.0000395159,0.00002300502],"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":[0.0000193489,0.00002116632,0.0001579579,0.0001778937,0.00001211509,0.0002421242,0.00002440431,0.0004498412,0.9914552,0.0005662976,0.0009653394,0.005908179],"study_design_scores_gemma":[0.00001519207,0.0001232643,0.001214411,0.000008711719,0.00001124219,0.0003388074,0.00001607795,0.003509016,0.9879193,0.0001144049,0.006714132,0.00001550621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091749,0.00410701,0.05536891,0.00041031,0.0004805275,0.0006557367,0.003930828,0.002688414,0.02318322],"genre_scores_gemma":[0.9438939,0.001537734,0.04869733,0.00008705298,0.00005102045,0.0003330446,0.001157405,0.0001478199,0.004094744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049576,"threshold_uncertainty_score":0.006856501,"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."}}