{"id":"W2153735885","doi":"10.1002/bit.21077","title":"A high‐rate perfusion bioreactor for plant cells","year":2006,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bioreactor; Chromatography; Extraction (chemistry); Perfusion; Cell culture; Mole; Dilution; Chemistry; Suspension (topology); Lysis; Biochemistry; Biology; Medicine; Organic chemistry","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":[0.00004615729,0.0001048385,0.00008450681,0.0000461405,0.00006705715,0.00001013977,0.00005462748,0.0003404373,0.000001034635],"category_scores_gemma":[0.000005808949,0.0000842089,0.00002591923,0.0000380604,0.00003989196,0.000002104977,0.00002903547,0.00004816759,0.00000163926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004771176,"about_ca_system_score_gemma":0.000009833703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005024205,"about_ca_topic_score_gemma":0.00009802628,"domain_scores_codex":[0.9995479,0.000004241674,0.00008923328,0.0001945993,0.00001999969,0.000144028],"domain_scores_gemma":[0.9998441,0.000004497683,0.0000247066,0.00009441363,0.00001332544,0.00001897871],"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":[0.00001906358,0.0000120077,0.00002935248,0.00001229398,0.000010402,0.000001748642,0.000002196094,0.00005217853,0.9958969,0.001124791,0.002174592,0.0006644519],"study_design_scores_gemma":[0.0002133442,0.0001112478,0.0001292864,0.000006644198,0.00001128551,0.00002195451,0.000006124067,0.0003407621,0.8906281,0.00001757255,0.1083993,0.0001143683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986922,0.001787081,0.01013029,0.0005870829,0.0002709102,0.0001473888,0.00008266547,0.00005925532,0.00001337925],"genre_scores_gemma":[0.9961681,0.0003407965,0.002302415,0.00003213142,0.0003536653,0.00001668057,0.000442608,0.00001043692,0.0003331188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062247,"threshold_uncertainty_score":0.3433939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004347753838038382,"score_gpt":0.1762487738423852,"score_spread":0.1719010200043468,"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."}}