{"id":"W2188757662","doi":"10.23987/sts.55238","title":"The trouble with embryos","year":2009,"lang":"en","type":"article","venue":"Science & Technology Studies","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Reprogramming; Induced pluripotent stem cell; Embryonic stem cell; Embryo; Meaning (existential); Biology; Political science; Somatic cell; Stem cell; Engineering ethics; Environmental ethics; Law; Cell biology; Genetics; Epistemology; Cell; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004370268,0.0001000248,0.00009633553,0.0001440289,0.0009200449,0.00003161337,0.0007545021,0.00006226663,5.909434e-7],"category_scores_gemma":[0.0002402889,0.00005499807,0.00002038943,0.0009399782,0.003274034,0.000005617474,0.0002707496,0.0001157912,0.00001468583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002454839,"about_ca_system_score_gemma":0.0001224729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001142593,"about_ca_topic_score_gemma":0.00002847176,"domain_scores_codex":[0.9987932,0.00001195565,0.00009466156,0.0003701371,0.0002562026,0.0004738401],"domain_scores_gemma":[0.9991873,0.0000105017,0.00003839802,0.0004937645,0.0002354771,0.00003453996],"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":[0.00005745171,0.00003845753,0.002490548,0.000002987332,0.0000483551,0.00001002065,0.0000500705,0.00001426239,0.9651413,0.005622915,0.002676172,0.02384745],"study_design_scores_gemma":[0.000466793,0.001701594,0.003693687,0.00001659919,0.00001110109,0.00007023566,0.002764015,0.0000205571,0.9166259,0.004490387,0.06990407,0.0002351178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703858,0.007072603,0.0001834673,0.01706014,0.00009694065,0.0002471964,9.652534e-7,0.00006741035,0.00488545],"genre_scores_gemma":[0.9957957,0.001111465,0.0005385214,0.0001522335,0.00002230523,0.00002532794,4.496709e-7,0.000004035405,0.002349948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0672279,"threshold_uncertainty_score":0.9994385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553096158908386,"score_gpt":0.3087034757463478,"score_spread":0.2931725141572639,"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."}}