{"id":"W1573236627","doi":"10.1002/9780470054581.eib456","title":"Neural Stem Cells: Bioprocess Engineering","year":2009,"lang":"en","type":"other","venue":"Encyclopedia of Industrial Biotechnology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bioprocess; Neural stem cell; Stem cell; Bottleneck; Biology; Biochemical engineering; Biotechnology; Computer science; Engineering; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001594569,0.0004462031,0.0005566963,0.0005924681,0.00002496411,0.00001104144,0.0009196486,0.003726201,0.000151362],"category_scores_gemma":[0.00008232414,0.0004468578,0.0001566556,0.0003815135,0.0001881223,0.000002371358,0.0003297959,0.0007902192,0.0000531182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002643381,"about_ca_system_score_gemma":0.0001744784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006788701,"about_ca_topic_score_gemma":0.00002295913,"domain_scores_codex":[0.9979544,0.0000504754,0.0004385862,0.0007107083,0.0002772778,0.0005685767],"domain_scores_gemma":[0.9987125,0.00001498654,0.0003247605,0.0007947273,0.00004250256,0.0001105046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001107969,0.0001526529,0.00007735435,0.000138426,0.0002404774,0.00005502317,0.000007597892,0.00006786222,0.3051809,0.00008159747,0.5993862,0.0945012],"study_design_scores_gemma":[0.0005498368,0.000363823,0.000001520961,0.00008099565,0.00002293852,0.00001178072,0.00001103305,0.00001976508,0.2873476,0.000002437723,0.7112699,0.0003183259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1047621,0.03495076,0.001174023,0.003075968,0.01073971,0.00625091,0.001599769,0.002056092,0.8353907],"genre_scores_gemma":[0.0251669,0.02428937,0.001415592,0.0001178925,0.006128368,0.0001159067,0.0005324401,0.001464081,0.9407694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1118838,"threshold_uncertainty_score":0.9997983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381779032939469,"score_gpt":0.2332036119173098,"score_spread":0.2193858215879151,"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."}}