{"id":"W7066569611","doi":"","title":"Laskennallisten menetelmien soveltaminen hiilinanoputkipohjaisten sähkökemiallisten dopamiiniantureiden kehittämisessä","year":2025,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Nucleofection; TSG101; Hyporeflexia; Articular cartilage damage; Fusible alloy; Pretext","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":[0.0006569989,0.0006111448,0.0008552065,0.0005625015,0.0009243424,0.002099578,0.0006592888,0.0009883628,0.05068926],"category_scores_gemma":[0.000893575,0.0003146092,0.0007132391,0.0003924237,0.0006052825,0.001315894,0.001170803,0.001679748,0.0130793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173077,"about_ca_system_score_gemma":0.00151944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445646,"about_ca_topic_score_gemma":0.008801016,"domain_scores_codex":[0.9995974,0.00005667228,0.00004579886,0.00009878121,0.0001385695,0.00006281515],"domain_scores_gemma":[0.9994981,0.00009159549,0.00007700986,0.00003419078,0.000190851,0.000108238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006025679,0.001163074,0.01639066,0.004907496,0.0004788392,0.00323818,0.002867351,0.0003937255,0.1984288,0.008875385,0.04535561,0.7118751],"study_design_scores_gemma":[0.0003140536,0.00287034,0.04063617,0.001151152,0.000502485,0.006481326,0.00296896,0.0006241724,0.07488576,0.003718038,0.8657182,0.0001292069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4434885,0.1968674,0.02475329,0.02002428,0.005327742,0.001076205,0.005457947,0.002105571,0.300899],"genre_scores_gemma":[0.435196,0.07907012,0.02774869,0.006567337,0.001201763,0.0007499029,0.004970958,0.0006513355,0.443844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05068926,"threshold_uncertainty_score":0.1695724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007977373883896681,"score_gpt":0.2072622522920831,"score_spread":0.1992848784081864,"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."}}