{"id":"W1606176362","doi":"","title":"Openness and the governance of human stem cell lines: a conceptual approach","year":2013,"lang":"en","type":"dissertation","venue":"ERA","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stanford Institute for Economic Policy Research; Modern Law Review; Yale University; University of Cambridge; Northwestern University; University of New South Wales; York University","keywords":"Openness to experience; Corporate governance; Conceptual framework; Political science; Sociology; Psychology; Management; Social science; Economics; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002044894,0.0001140089,0.0003334967,0.00001788398,0.00005815713,0.00001256636,0.00008405761,0.0003343655,0.00006872507],"category_scores_gemma":[0.000009369886,0.00006208241,0.00005969917,0.00006942476,0.0006036007,0.00002392161,0.00001626949,0.0004033169,0.00000377047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118608,"about_ca_system_score_gemma":0.00009156539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001816851,"about_ca_topic_score_gemma":0.00001547181,"domain_scores_codex":[0.9991584,0.00003899734,0.0002506411,0.000169104,0.0003001524,0.00008271631],"domain_scores_gemma":[0.9993508,0.00005389625,0.0002439679,0.000168375,0.0001340249,0.00004887767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002201115,0.001205078,0.0002748032,0.01588979,0.0006647416,0.00001194714,0.1218917,0.000009698614,0.03669799,0.6538957,0.0182408,0.1490166],"study_design_scores_gemma":[0.09833122,0.003410054,0.5076553,0.01396151,0.004448648,0.0001156452,0.1883214,0.01544814,0.06968606,0.01337481,0.08145778,0.003789412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962582,0.006371814,0.00003999777,0.001068751,0.0003763923,0.0009622229,0.00001477556,0.00001495201,0.02856912],"genre_scores_gemma":[0.954213,0.0003029942,0.00009107404,0.0001030953,0.0002019262,0.00003484116,0.000432747,0.00001686381,0.04460343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6405209,"threshold_uncertainty_score":0.2578933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185250515697928,"score_gpt":0.2827407083383955,"score_spread":0.2608882031814162,"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."}}