{"id":"W1972587362","doi":"10.1002/bies.20100","title":"Model systems in stem cell biology","year":2004,"lang":"en","type":"article","venue":"BioEssays","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stem cell; Biology; Stem cell biology; Embryonic stem cell; Developmental biology; Systems biology; Cognitive science; Environmental ethics; Neuroscience; Computational biology; Cell biology; Psychology; Genetics; Embryo; Philosophy","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":[0.0002224747,0.0001346422,0.0001430023,0.00008575543,0.00003675259,0.00001904323,0.0002751231,0.000223193,0.00000311743],"category_scores_gemma":[0.000006468746,0.0001234524,0.00005183816,0.0001095705,0.00006611572,0.00000264195,0.0001471302,0.000103818,0.00007240502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004853248,"about_ca_system_score_gemma":0.0001356907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001368571,"about_ca_topic_score_gemma":0.00003933772,"domain_scores_codex":[0.9988822,0.00006056182,0.0001992444,0.0003759129,0.0001085703,0.0003734656],"domain_scores_gemma":[0.999468,0.000005782686,0.00004313629,0.0003540612,0.00004288268,0.00008615516],"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":[0.00002918469,0.00008845096,0.0009735909,0.00004229489,0.000007919888,0.000009344591,0.00002457179,0.01915449,0.9782376,0.0009731289,0.0001986298,0.0002608224],"study_design_scores_gemma":[0.003519366,0.0005155883,0.0003951342,0.0000589802,0.00001034097,0.00002431122,0.0002481983,0.0112345,0.9669746,0.0009760619,0.01535892,0.0006840628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817027,0.00264311,0.003693047,0.000157157,0.0001706976,0.0002977143,0.00003927291,0.00001887105,0.01127746],"genre_scores_gemma":[0.9977568,0.0002618681,0.0002336587,0.00004647447,0.00007980074,0.00003959689,0.00006067931,0.00002124179,0.001499859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605415,"threshold_uncertainty_score":0.5034242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611648059671183,"score_gpt":0.2718264753974058,"score_spread":0.245709994800694,"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."}}