{"id":"W2133833663","doi":"10.1051/uvx/201301004","title":"ASUR : plateforme d'applications des sources laser ultra-rapides pour l'imagerie X et l'interaction laser-matière","year":2013,"lang":"fr","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Conseil Régional Provence-Alpes-Côte d'Azur; Centre National de la Recherche Scientifique; Ministère de l'Enseignement Supérieur et de la Recherche","keywords":"Physics; Laser; Humanities; Optics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007102506,0.001306156,0.0004135924,0.001038043,0.0005539712,0.001102457,0.001142267,0.001238745,0.01874627],"category_scores_gemma":[0.0006758348,0.0007354898,0.0007178659,0.0005754733,0.0005871447,0.0009551812,0.0008100202,0.0007674807,0.004350614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008208577,"about_ca_system_score_gemma":0.001147177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346657,"about_ca_topic_score_gemma":0.003476238,"domain_scores_codex":[0.9993145,0.00003666664,0.00002608531,0.0001117842,0.0004329508,0.00007804981],"domain_scores_gemma":[0.9993278,0.0001710822,0.00007243548,0.0001532718,0.0002198603,0.00005549708],"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":[0.0004943284,0.0001160247,0.001546499,0.0005052948,0.00003422563,0.0004026825,0.0004462662,0.02148646,0.905165,0.002590426,0.004076961,0.06313591],"study_design_scores_gemma":[0.00004323149,0.0006995558,0.005775526,0.00004528669,0.00002953616,0.0003637134,0.0001770627,0.02806256,0.9148583,0.0004007599,0.04944536,0.00009922928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4682248,0.002035483,0.4573868,0.0007147783,0.000873321,0.001014717,0.003331241,0.01629886,0.05012003],"genre_scores_gemma":[0.6014963,0.001387373,0.3328983,0.000191799,0.00007566862,0.0009920525,0.001703585,0.001516473,0.05973851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874627,"threshold_uncertainty_score":0.06271255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503787984408304,"score_gpt":0.2522436136004421,"score_spread":0.237205733756359,"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."}}