{"id":"W6931694460","doi":"10.5281/zenodo.7462911","title":"Large Scale Transduction of Expi293F Cells with BacMam Virus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Horizon 2020 Framework Programme","keywords":"Transduction (biophysics); Virus; Signal transduction; Sf9; Transfection; Cell culture; Scale (ratio)","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":[0.001534482,0.001044465,0.00131365,0.0011255,0.0008976639,0.001373919,0.001670241,0.001481076,0.01075353],"category_scores_gemma":[0.001129918,0.0008090676,0.001099255,0.000691828,0.0005616561,0.0005521288,0.001217653,0.003212048,0.01106338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006069766,"about_ca_system_score_gemma":0.0004832338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137673,"about_ca_topic_score_gemma":0.001403758,"domain_scores_codex":[0.9986172,0.0002277575,0.0001477327,0.0003232173,0.0004749623,0.0002091623],"domain_scores_gemma":[0.9994038,0.0001967335,0.00005722237,0.0001805787,0.0000943495,0.00006727209],"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":[0.0001606863,0.0001339585,0.0002298654,0.0002215207,0.00002307165,0.0002297911,0.0001378587,0.0002050923,0.9858154,0.00170308,0.004130822,0.007008901],"study_design_scores_gemma":[0.0001521981,0.0005755711,0.003090106,0.00009854312,0.00007889316,0.001591648,0.0001003611,0.004502291,0.8149639,0.00119208,0.1735792,0.00007525015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2517941,0.008138888,0.6049526,0.001434839,0.003492862,0.00756513,0.06036704,0.01321118,0.04904347],"genre_scores_gemma":[0.3382967,0.005347224,0.4122597,0.0008585478,0.0004463672,0.007098902,0.1468859,0.004278182,0.08452844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01075353,"threshold_uncertainty_score":0.0359742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045792559219582,"score_gpt":0.293638707176809,"score_spread":0.2631807815846131,"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."}}