{"id":"W2069835609","doi":"10.1063/1.1702102","title":"Optical breakdown processing: Influence of the ambient gas on the properties of the nanostructured Si-based layers formed","year":2004,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"Photoluminescence; Materials science; Ionization; Silicon; Plasma; Atmospheric pressure; Porosity; Substrate (aquarium); Oxygen; Porous silicon; Argon; Layer (electronics); Fabrication; Analytical Chemistry (journal); Chemical engineering; Nanotechnology; Optoelectronics; Composite material; Chemistry; Environmental chemistry; Ion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065024,0.000351449,0.0002204035,0.0001385722,0.0001523625,0.000410169,0.0001948371,0.0002525135,0.0006456806],"category_scores_gemma":[0.0004498256,0.0002134296,0.0001911309,0.0001136394,0.0001977003,0.0002589801,0.0002410204,0.0002542798,0.0001754931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698752,"about_ca_system_score_gemma":0.0001280297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000426302,"about_ca_topic_score_gemma":0.0004962675,"domain_scores_codex":[0.9998635,0.00001510345,0.000007652116,0.0000286661,0.00004460646,0.00004044817],"domain_scores_gemma":[0.9998247,0.0000668967,0.00003239968,0.00001356368,0.00003875289,0.00002366219],"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":[0.00004707403,0.00000535186,0.0001238777,0.00002507141,0.000003510679,0.00003061886,0.00002480346,0.00006283655,0.9990001,0.00001815797,0.00001066544,0.0006480478],"study_design_scores_gemma":[0.000006279579,0.0001249312,0.001986391,0.000002962006,0.00000593064,0.0001003587,0.00001983972,0.0004328959,0.9969082,0.00001891475,0.0003905136,0.000002700411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972792,0.0006276661,0.001398404,0.00001963534,0.000006704945,0.000009681971,0.00008391486,0.00003076763,0.0005440287],"genre_scores_gemma":[0.9977978,0.0003321323,0.001135465,0.00001323707,0.000004202055,0.00001182256,0.0001489246,0.00002370142,0.0005327231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006456806,"threshold_uncertainty_score":0.002159953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100690820837111,"score_gpt":0.2071924908571039,"score_spread":0.1961855826487328,"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."}}