{"id":"W4398155152","doi":"","title":"Amorphisation and reduction of thermal conductivity in porous silicon by irradiation with swift heavy ions","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Swift heavy ion; Irradiation; Porous silicon; Materials science; Swift; Silicon; Ion; Reduction (mathematics); Thermal conductivity; Conductivity; Porosity; Chemical engineering; Composite material; Optoelectronics; Chemistry; Physical chemistry; Nuclear physics; Physics; Engineering; Fluence; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.001856127,0.0002560912,0.0003604493,0.0001465754,0.0001433637,0.0001793799,0.0003972366,0.0002498647,0.000170801],"category_scores_gemma":[0.000322281,0.000243025,0.00004821706,0.000236535,0.0003854993,0.0002884065,0.0002805376,0.0003371262,0.000005527095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008868518,"about_ca_system_score_gemma":0.000177263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128972,"about_ca_topic_score_gemma":0.001687926,"domain_scores_codex":[0.9963368,0.002002163,0.0004663509,0.0006426407,0.0003137407,0.0002383407],"domain_scores_gemma":[0.9972108,0.000341884,0.0006495157,0.0009326608,0.000765472,0.00009969426],"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":[0.00003580192,0.0001965612,0.00530325,0.0001122401,0.00001000957,6.16191e-7,0.004274597,0.0001152673,0.9831036,0.00282919,0.0001519104,0.003866924],"study_design_scores_gemma":[0.0005541084,0.000002062326,0.06416187,0.0006357605,0.00002666785,0.00001891308,0.0001697515,0.002588928,0.9303753,0.001016092,0.0001211762,0.0003293486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955242,0.0006044231,0.0005258467,0.001449608,0.0001949816,0.0006488862,0.00008770753,0.00006415816,0.0009001396],"genre_scores_gemma":[0.9970226,0.0001603998,0.0020964,0.00002001434,0.00001675533,0.00007615371,0.0002310794,0.00002478327,0.0003517957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05885861,"threshold_uncertainty_score":0.993676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009994305998603844,"score_gpt":0.2092451275255972,"score_spread":0.1992508215269934,"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."}}