{"id":"W7019567961","doi":"","title":"Generation, characterization and applications of &#13;\\nultrashort laser pulses.","year":2021,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Laser; Atomic force microscopy; Laser beams","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":[0.0004022237,0.0001669852,0.0001453096,0.0003429657,0.000299332,0.0004781815,0.0004160709,0.0005638677,0.002671372],"category_scores_gemma":[0.0004832727,0.0001747647,0.0001605771,0.0003451046,0.0003484568,0.0004192425,0.0002744664,0.0003843091,0.0005590727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283802,"about_ca_system_score_gemma":0.0003870776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009264224,"about_ca_topic_score_gemma":0.00185297,"domain_scores_codex":[0.9997604,0.00001982152,0.00001106747,0.0000556027,0.0001257089,0.00002736721],"domain_scores_gemma":[0.9996459,0.0001168418,0.00006890964,0.00004782408,0.00009872695,0.00002180592],"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":[0.00005674328,0.00002083872,0.0004133409,0.0001788795,0.000005787704,0.00007049536,0.0001469298,0.0001911107,0.9848744,0.0006889008,0.0003798622,0.01297269],"study_design_scores_gemma":[0.000006660041,0.0001687967,0.002832925,0.00001896097,0.000008603335,0.0001706655,0.00008977243,0.001632494,0.985418,0.0001686,0.009475703,0.000008879661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290104,0.007886332,0.04332292,0.0004634418,0.00022294,0.0002087886,0.0008623532,0.0003225142,0.0177003],"genre_scores_gemma":[0.9311246,0.00381676,0.04122156,0.0003002225,0.00004515227,0.0002299315,0.0007502505,0.0001102666,0.02240118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002671372,"threshold_uncertainty_score":0.008936584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772847509688877,"score_gpt":0.3164904186401566,"score_spread":0.2687619435432679,"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."}}