{"id":"W7054390755","doi":"","title":"Advanced time-of-flight diagnostics for real-time
\\ncharacterization of ions accelerated by high energy
\\nlasers.","year":2021,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Nitrogen oxides; Ion trapping","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001256294,0.0007676294,0.00087694,0.0005596571,0.0006660259,0.000531768,0.0006967992,0.001602253,0.0001112528],"category_scores_gemma":[0.0053293,0.0009077756,0.0005205207,0.001813742,0.0009178701,0.001481935,0.00009417229,0.0007216689,0.00004328391],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171008,"about_ca_system_score_gemma":0.006035586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003997913,"about_ca_topic_score_gemma":0.00007978108,"domain_scores_codex":[0.9949391,0.0005286208,0.001574247,0.001047088,0.001322995,0.0005879199],"domain_scores_gemma":[0.9906129,0.004150534,0.000913705,0.0005035566,0.003445635,0.0003737021],"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":[0.0001827482,0.001015811,0.0001926945,0.0009121721,0.0004673575,0.00001772065,0.0005412089,0.05404543,0.8149438,0.1102724,0.01547986,0.001928845],"study_design_scores_gemma":[0.001603355,0.0001076296,0.002876467,0.002259625,0.0003491257,0.00006255871,0.0001275005,0.03020641,0.9075539,0.008031494,0.04555779,0.001264168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5053137,0.003279918,0.2789916,0.001096459,0.005756491,0.004161908,0.02433681,0.0007164149,0.1763467],"genre_scores_gemma":[0.6987681,0.00297775,0.04117705,0.0000951133,0.0007107684,0.001599237,0.08474965,0.000260787,0.1696615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378145,"threshold_uncertainty_score":0.9996939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321109905174516,"score_gpt":0.2831272714776972,"score_spread":0.2510162809602456,"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."}}