{"id":"W4400178062","doi":"10.1007/978-1-0716-3961-0_1","title":"Expansion and Storage of Insect Cells and Virus Stocks","year":2024,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Insect; Biology; Ecology","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":[0.001347151,0.001313576,0.001176277,0.001396157,0.001131922,0.001237177,0.002419738,0.0008577806,0.006987846],"category_scores_gemma":[0.0009220089,0.0006976367,0.001033372,0.001349336,0.0006652998,0.0007102435,0.001344597,0.003440055,0.005744219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005795145,"about_ca_system_score_gemma":0.0007118342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438804,"about_ca_topic_score_gemma":0.002583062,"domain_scores_codex":[0.9989735,0.0001738939,0.0001934784,0.0001730143,0.0003348486,0.0001512351],"domain_scores_gemma":[0.9990941,0.0002159828,0.00007512012,0.000327915,0.0001666679,0.0001202336],"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":[0.0003136431,0.0001252446,0.0004009341,0.0001697078,0.00002560506,0.0001215533,0.0001646375,0.0003177457,0.9897411,0.001121993,0.0008767356,0.006621186],"study_design_scores_gemma":[0.0001468514,0.000369412,0.004430546,0.00006262476,0.000119464,0.0002289555,0.0000899934,0.00176938,0.9421431,0.0004391715,0.05014918,0.00005109491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5163319,0.01053739,0.3047909,0.001515697,0.001970165,0.02261868,0.0896866,0.005176788,0.04737196],"genre_scores_gemma":[0.4487724,0.008463211,0.3320163,0.001011235,0.0004389,0.02012346,0.1275209,0.002459019,0.0591946],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006987846,"threshold_uncertainty_score":0.02337664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528915380415272,"score_gpt":0.3596456635087665,"score_spread":0.3443565097046138,"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."}}