{"id":"W2777549679","doi":"10.1007/978-3-642-15054-8","title":"Progress in Ultrafast Intense Laser Science VI","year":2010,"lang":"en","type":"book","venue":"Springer series in chemical physics","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ultrashort pulse; Laser; Physics; Materials science; Engineering physics; Optics","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":[0.0003412957,0.0004884204,0.0005043754,0.0008406943,0.0003397344,0.001301027,0.0006575957,0.0005576182,0.01688691],"category_scores_gemma":[0.0003639483,0.0002666464,0.0002738339,0.0009088091,0.000398397,0.00231987,0.000753885,0.001686564,0.006538091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006267229,"about_ca_system_score_gemma":0.0006561427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003687937,"about_ca_topic_score_gemma":0.0006688862,"domain_scores_codex":[0.9998296,0.00001419786,0.000005404305,0.0000229106,0.0001095898,0.0000183185],"domain_scores_gemma":[0.9997994,0.00009828936,0.00001076205,0.0000146672,0.00005290857,0.00002394475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006479253,0.00009194519,0.0001295315,0.002267167,0.00001774142,0.00007775645,0.0002492969,0.0007596004,0.02981365,0.06432509,0.082136,0.8200675],"study_design_scores_gemma":[0.000007867389,0.00004408337,0.0005154244,0.0003603854,0.000008039242,0.0002426073,0.00005371465,0.0007189381,0.004104285,0.02205002,0.9718829,0.0000116436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005062746,0.7408199,0.01333879,0.002386175,0.007749862,0.00003756333,0.00007993291,0.0002283993,0.2302966],"genre_scores_gemma":[0.0266821,0.4719409,0.01067214,0.00124298,0.006415471,0.00006713089,0.0002031275,0.0001686168,0.4826076],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01688691,"threshold_uncertainty_score":0.05649239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007931867334298546,"score_gpt":0.2478395851856794,"score_spread":0.2399077178513809,"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."}}