{"id":"W7108844094","doi":"","title":"Femtosecond laser tuning of oxide nanoparticles in optical fibres","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Femtosecond; Nanoparticle; Optical fiber; Laser; Oxide","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":[0.001705356,0.0001144312,0.0001499554,0.0001302961,0.00003712974,0.0001619459,0.000288673,0.00007113502,0.00007575667],"category_scores_gemma":[0.0003226086,0.000117193,0.00004107912,0.0003135946,0.00009603751,0.0002155808,0.0001161504,0.0001390594,0.00001886741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004422931,"about_ca_system_score_gemma":0.00003643856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154554,"about_ca_topic_score_gemma":0.000204642,"domain_scores_codex":[0.9987832,0.0004199161,0.0002885295,0.0001905257,0.0001289071,0.0001889377],"domain_scores_gemma":[0.998836,0.0005317986,0.00002856679,0.0003995377,0.0001484897,0.00005563844],"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":[0.000006954765,0.00008061648,0.0005653623,0.0004783833,0.00002232217,0.00001244522,0.003056494,0.0003709046,0.9477707,0.02870698,0.0006209845,0.01830787],"study_design_scores_gemma":[0.00009481506,1.990346e-7,0.001157865,0.001067057,0.000006176883,0.000004107728,0.00003466905,0.03833213,0.9552053,0.002365979,0.00161174,0.0001199987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698049,0.0005981108,0.01507328,0.0007050739,0.0000702154,0.00008714004,0.000009543095,0.0006351806,0.01301656],"genre_scores_gemma":[0.9744954,0.00006422709,0.02496544,0.00001038963,0.000005979214,0.00001551272,0.00001464187,0.00003080054,0.0003976009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03796123,"threshold_uncertainty_score":0.4778993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00910205706365473,"score_gpt":0.2131347114199249,"score_spread":0.2040326543562702,"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."}}