{"id":"W1978116225","doi":"10.1007/s10854-008-9725-y","title":"Thermal annealing of porous silicon to develop a quasi monocrystalline structure","year":2008,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Monocrystalline silicon; Materials science; Porous silicon; Silicon; Annealing (glass); Nanocrystalline silicon; Crystallinity; Hydrogen; Porosity; Crystalline silicon; Composite material; Optoelectronics; Amorphous silicon; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003259385,0.0003712915,0.001084156,0.000571462,0.000222671,0.0001879973,0.001570109,0.0001698118,0.0005998735],"category_scores_gemma":[0.0009241901,0.0002962076,0.00005416838,0.001352848,0.0005347845,0.0007082658,0.000249402,0.0001788135,0.000008717992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946496,"about_ca_system_score_gemma":0.001823643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001687485,"about_ca_topic_score_gemma":0.00003297073,"domain_scores_codex":[0.9951372,0.0002638714,0.002024788,0.0004825082,0.001076869,0.001014767],"domain_scores_gemma":[0.996749,0.00009833241,0.001407701,0.0004656663,0.001043344,0.000235914],"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":[0.0006180046,0.00007116848,0.0003540189,0.00006085398,0.000006027578,0.00006304459,0.001098394,0.001209381,0.9961644,0.0001954497,0.0000281214,0.0001311595],"study_design_scores_gemma":[0.0006501095,0.0008352122,0.004653502,0.0001387022,0.00001353335,0.0006860407,0.0001120434,0.00001148179,0.9922186,0.0002863797,0.00008112315,0.0003133217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969112,0.0003215534,0.00003324795,0.0001085855,0.002113546,0.0003584938,0.0001208637,0.0000205407,0.00001201456],"genre_scores_gemma":[0.9964855,0.0001115575,0.002867135,0.0001563625,0.0003254077,0.00000542355,0.000003997504,0.00003454512,0.00001006801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004299483,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178845741258864,"score_gpt":0.2511515030827838,"score_spread":0.2393630456701952,"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."}}