{"id":"W2808619522","doi":"10.1088/1361-6641/aacbe4","title":"<i>In situ</i> study of porous silicon thin films thermal oxidation by pulsed laser photoacoustics","year":2018,"lang":"en","type":"article","venue":"Semiconductor Science and Technology","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Canadian Institute for Theoretical Astrophysics","keywords":"In situ; Porous silicon; Materials science; Thin film; Silicon; Laser; Thermal oxidation; Porosity; Thermal; Chemical engineering; Optoelectronics; Nanotechnology; Chemistry; Optics; Composite material; Physics","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":[0.0001284501,0.000186046,0.0001181905,0.0001576117,0.0001423323,0.0001513512,0.0002140818,0.0002097789,0.001084495],"category_scores_gemma":[0.0001782176,0.0001435633,0.0001369783,0.0001396904,0.0003076354,0.0002190576,0.0001196485,0.0003069133,0.0001087326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455065,"about_ca_system_score_gemma":0.00006825551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006548084,"about_ca_topic_score_gemma":0.0005835273,"domain_scores_codex":[0.999933,0.000008090875,0.00000283743,0.00001537597,0.00002598185,0.00001468719],"domain_scores_gemma":[0.9998924,0.00003714743,0.00003253991,0.000007577212,0.00002368867,0.00000660134],"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":[0.00001352269,0.000004475785,0.00008720008,0.00002382213,0.000002394521,0.00002317069,0.00001841991,0.00005786397,0.9992642,0.00003904079,0.00001808818,0.0004477598],"study_design_scores_gemma":[0.00000160593,0.00005892463,0.001075559,0.00000215245,0.000003519938,0.00005077112,0.00002295489,0.0007587334,0.9976366,0.0000219786,0.0003647381,0.00000233185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931985,0.0005926014,0.004579898,0.00005444593,0.00001725933,0.0000128161,0.0001179155,0.00004465788,0.001381916],"genre_scores_gemma":[0.9967182,0.0002933476,0.00212562,0.00001560588,0.000008234538,0.00001040319,0.00006771695,0.000008979047,0.0007518824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084495,"threshold_uncertainty_score":0.003628016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00811843587424078,"score_gpt":0.2443239836173793,"score_spread":0.2362055477431386,"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."}}