{"id":"W2083058620","doi":"10.1088/0963-0252/18/1/015014","title":"Studies of an improved system for the radial implantation of radio-isotopes","year":2008,"lang":"en","type":"article","venue":"Plasma Sources Science and Technology","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plasmionique (Canada); Université Laval; McGill University; Institut National de la Recherche Scientifique","funders":"","keywords":"Isotope; Materials science; Physics; Nuclear physics","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":[0.0001559034,0.00005215874,0.0001394651,0.0002226934,0.0002108261,0.000006625509,0.0001547847,0.00003527869,5.465612e-7],"category_scores_gemma":[0.00006064598,0.0000347417,0.00001901343,0.0004668321,0.0005410358,0.000119089,0.00001889833,0.00004145021,2.969072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191195,"about_ca_system_score_gemma":0.00001684861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000243394,"about_ca_topic_score_gemma":0.00003323721,"domain_scores_codex":[0.9995805,0.000003424164,0.0001426722,0.00009318884,0.00007432428,0.0001058781],"domain_scores_gemma":[0.9995903,0.0000984979,0.00005326496,0.000106674,0.0001390863,0.00001221776],"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":[0.0000429586,0.00003969324,0.004690809,0.0003039934,0.0002788714,0.000002690628,0.004454677,0.01466404,0.9244117,0.00256034,0.0000516961,0.04849853],"study_design_scores_gemma":[0.0002378287,0.0001844691,0.0002961616,0.00002385343,0.00004918391,0.0001061738,0.01246735,0.4189802,0.5671579,0.00006314269,0.0003560324,0.00007780288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986004,0.0004227161,0.0006038074,0.00006777243,0.0001168101,0.00009260603,0.000007604541,0.0000605598,0.00002773593],"genre_scores_gemma":[0.9989588,0.0001889922,0.000810807,9.765645e-7,0.00001202396,0.00001773927,4.296481e-7,0.000003200797,0.000007063431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043161,"threshold_uncertainty_score":0.1993469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445101540446292,"score_gpt":0.2411010102167042,"score_spread":0.2266499948122413,"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."}}