{"id":"W6931065928","doi":"10.5281/zenodo.3738269","title":"NeuroEDDU protocols_iPSC culture","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Induced pluripotent stem cell; Cell culture; Stem cell; Human cell; Human Induced Pluripotent Stem Cells","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000113572,0.0001172349,0.00009417489,0.00003769088,0.0007227184,0.0001903039,0.0004974712,0.00005680355,0.00273345],"category_scores_gemma":[0.0001334081,0.0001104174,0.00006073491,0.0001455941,0.00008571948,0.000007264057,0.0007727836,0.0001171968,0.002647738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428466,"about_ca_system_score_gemma":0.000002291655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003013835,"about_ca_topic_score_gemma":3.818685e-7,"domain_scores_codex":[0.9989964,0.0001026919,0.000127015,0.0003615937,0.0001648107,0.0002474954],"domain_scores_gemma":[0.9992735,0.000002783495,0.0000554958,0.0003861754,0.0001948383,0.00008725696],"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":[0.0002765859,0.000261362,0.000119829,0.0001376651,0.0001111756,0.00001276607,0.0004132972,0.00006097226,0.3056637,0.002090293,0.6405416,0.05031072],"study_design_scores_gemma":[0.0004578872,0.0005854798,0.0009638196,0.00001273106,0.000005413171,0.00005997453,0.0002556708,0.00001644155,0.01223031,0.00002927651,0.9852432,0.0001398093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.664679,0.0003226979,0.0004735989,0.0006392631,0.00020045,0.003693024,0.0002520749,0.0003887062,0.3293512],"genre_scores_gemma":[0.9938229,0.0001225321,0.0001229963,0.0004732549,0.0003061082,5.414925e-7,0.001363448,0.0007533011,0.003034862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447016,"threshold_uncertainty_score":0.9981782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653465420547852,"score_gpt":0.247350878026292,"score_spread":0.2308162238208135,"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."}}