{"id":"W2115228018","doi":"10.1007/s10616-014-9781-5","title":"Long-term, large scale cryopreservation of insect cells at −80 °C","year":2014,"lang":"en","type":"article","venue":"Cytotechnology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK","keywords":"Cryopreservation; Sf9; Liquid nitrogen; Viability assay; Nitrogen; Cell culture; Laboratory flask; Biology; Chemistry; Cell biology; Recombinant DNA; Botany; Biochemistry; Cell; Embryo; Genetics; Spodoptera","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":[0.0001129711,0.0001382312,0.0001725675,0.00007885996,0.0001013091,0.000006712122,0.0002538488,0.0003951645,0.0001086576],"category_scores_gemma":[0.00007969578,0.0001323454,0.0001056368,0.0001127502,0.0001273687,0.000004062473,0.0003591578,0.000095471,0.00004101893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001507122,"about_ca_system_score_gemma":0.00002021217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001042216,"about_ca_topic_score_gemma":0.00009637757,"domain_scores_codex":[0.9990415,0.00005800017,0.0002180179,0.0003321425,0.00009166287,0.0002586567],"domain_scores_gemma":[0.9991335,0.00001100069,0.0001321946,0.0005871949,0.00008009335,0.0000560542],"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":[0.00006789833,0.0001027955,0.03127806,0.00003653588,0.0000213438,0.000001043491,0.0000136362,0.0000650667,0.9625178,0.0001977123,0.004760875,0.0009372355],"study_design_scores_gemma":[0.0006148198,0.0004861203,0.01370032,0.00001537806,0.0000140377,0.000009743259,0.00000850814,0.0001447353,0.9706061,0.0003069472,0.01393763,0.0001556615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891364,0.0003529135,0.009204766,0.00008959322,0.0002611342,0.0001356673,0.00002578321,0.00005222155,0.0007415307],"genre_scores_gemma":[0.998458,0.0001186487,0.0002054488,0.0002280862,0.0001263744,0.00002720712,0.00009726411,0.00002195547,0.0007170107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757774,"threshold_uncertainty_score":0.5396889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007978826570014648,"score_gpt":0.238431663764455,"score_spread":0.2304528371944403,"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."}}