{"id":"W4413821529","doi":"10.1021/acsaelm.5c00988","title":"Fast and Cost-Effective Fabrication of Ultrathin (20 μm) Silicon Substrates by Melt-Spinning","year":2025,"lang":"en","type":"article","venue":"ACS Applied Electronic Materials","topic":"3D IC and TSV technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Fabrication; Spinning; Silicon; Materials science; Nanotechnology; Composite material; Optoelectronics","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":[0.0001738345,0.0001690481,0.00028813,0.00007737079,0.00004475532,0.00003932701,0.0001399435,0.000147885,0.00002029931],"category_scores_gemma":[0.00002082371,0.0001666266,0.00001300109,0.0001732461,0.00006901543,0.00005469254,0.00002985597,0.0001158305,0.00000534936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008601984,"about_ca_system_score_gemma":0.00002372398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002417913,"about_ca_topic_score_gemma":0.000006317153,"domain_scores_codex":[0.9991559,0.00001399149,0.0002548906,0.0001967281,0.00006434855,0.0003141899],"domain_scores_gemma":[0.9996449,0.00006335417,0.00006296026,0.0001873184,0.00002523464,0.00001627227],"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":[0.00001641077,0.0000105067,0.000034743,0.0001154874,0.00006005223,1.157269e-7,0.00005850131,0.00009261737,0.9605784,0.02479486,0.0007209331,0.0135174],"study_design_scores_gemma":[0.0002795928,0.00003634476,0.0004797587,0.00002188969,0.00002532701,9.019187e-7,0.0001037738,0.00002616138,0.993398,0.004383803,0.001110147,0.0001342903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932703,0.001484108,0.002282634,0.00004635413,0.00006365186,0.0008557128,0.00002750448,0.0003820884,0.00158768],"genre_scores_gemma":[0.9988866,0.0004652753,0.00002880541,0.00002027832,0.00001454805,0.0004601222,0.00004915425,0.00001839203,0.00005677189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03281964,"threshold_uncertainty_score":0.6794835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003168626684498119,"score_gpt":0.2061080143984544,"score_spread":0.2029393877139562,"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."}}