{"id":"W6969049324","doi":"10.5281/zenodo.7462912","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":"Mosquito-borne diseases and control","field":"Medicine","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":[0.00117354,0.000925649,0.001142582,0.0009264475,0.0007031206,0.001076213,0.001271009,0.001090681,0.007638619],"category_scores_gemma":[0.0007292784,0.0005900523,0.0009178227,0.0006270306,0.0004948933,0.0004741139,0.001011001,0.002846713,0.009268547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157504,"about_ca_system_score_gemma":0.0004099647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008790767,"about_ca_topic_score_gemma":0.0011594,"domain_scores_codex":[0.9989821,0.0001752646,0.000100341,0.0002417489,0.0003480225,0.0001524808],"domain_scores_gemma":[0.999617,0.0001106195,0.00004044714,0.0001243659,0.00005811871,0.00004948509],"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":[0.0001061754,0.00007981569,0.0001487923,0.000162544,0.0000159909,0.0001543592,0.0000817929,0.0001296879,0.9904337,0.001090636,0.002601847,0.004994739],"study_design_scores_gemma":[0.00009455494,0.0004312108,0.002476779,0.00006081473,0.00005855661,0.001262197,0.00006500346,0.003090953,0.8665406,0.0008656529,0.1250031,0.0000506387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2918765,0.008285482,0.5759699,0.001275234,0.002721583,0.006583129,0.05564564,0.01211333,0.04552919],"genre_scores_gemma":[0.3713929,0.005531661,0.4065462,0.0007203515,0.0003540182,0.005779163,0.1320271,0.003593575,0.07405505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007638619,"threshold_uncertainty_score":0.02555376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434853362976501,"score_gpt":0.2258191106159508,"score_spread":0.2114705769861857,"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."}}