{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00207755,0.001980177,0.002043911,0.003322562,0.003004322,0.002257158,0.004944168,0.001671049,0.1227009],"category_scores_gemma":[0.001517302,0.001615008,0.001662748,0.001732509,0.0008985038,0.0009037456,0.002919094,0.004076506,0.1024532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131719,"about_ca_system_score_gemma":0.002472481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289229,"about_ca_topic_score_gemma":0.0107842,"domain_scores_codex":[0.9978315,0.0002307756,0.0003046958,0.0004307905,0.000958656,0.0002434783],"domain_scores_gemma":[0.9988191,0.0001825272,0.00006861351,0.0004339031,0.0003377595,0.0001580943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009945324,0.0005206014,0.001028131,0.003596599,0.0001753252,0.001629756,0.0009611455,0.001563373,0.6170757,0.01782196,0.2333127,0.1213202],"study_design_scores_gemma":[0.00009838032,0.0001175065,0.001600119,0.0002888441,0.0001194587,0.001024058,0.0000541912,0.0006795918,0.1373762,0.00174386,0.8568105,0.00008726384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.02730962,0.01506198,0.349682,0.001422047,0.004567792,0.01584955,0.252737,0.03422055,0.2991495],"genre_scores_gemma":[0.05015714,0.01377262,0.2478578,0.002326592,0.0004791094,0.04141585,0.3317657,0.01439725,0.2978279],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1227009,"threshold_uncertainty_score":0.4104753,"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."}}