{"id":"W1519902267","doi":"10.5070/bs3161013973","title":"Interview with Sharon Fleming","year":2012,"lang":"en","type":"article","venue":"Berkeley Scientific Journal","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Public health; Library science; Management; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354166,0.0001190227,0.00009081624,0.00006950065,0.0003199286,0.0001995645,0.0002109914,0.00005444858,0.0002127755],"category_scores_gemma":[0.00004128881,0.0000955037,0.00009085594,0.0001124017,0.0001358044,0.00001619438,0.00006270302,0.0001014542,0.00004505477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001677772,"about_ca_system_score_gemma":0.0001027985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.29705e-7,"about_ca_topic_score_gemma":0.000005590987,"domain_scores_codex":[0.9989008,0.00007175362,0.0001877387,0.0002133588,0.0002303658,0.0003960405],"domain_scores_gemma":[0.9991117,0.000004198811,0.00009443575,0.0002646391,0.0001559367,0.0003690865],"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":[0.0002338551,0.0007761599,0.06874418,0.0001223165,0.0001618302,0.00001881094,0.000650558,0.00003379579,0.5518363,0.0001030125,0.3482261,0.02909319],"study_design_scores_gemma":[0.0011705,0.000236106,0.01758784,0.0001319477,0.00007528329,0.0006628112,0.0004779528,0.00001518079,0.06564904,0.0001541379,0.9134598,0.0003793872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841124,0.009294285,0.003260397,0.0002351629,0.001296356,0.00009623682,0.00001704214,0.000009525111,0.001678577],"genre_scores_gemma":[0.9933656,0.0001188361,0.001581286,0.000268093,0.001103406,0.000004871302,0.00006423861,0.00001799549,0.00347568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5652337,"threshold_uncertainty_score":0.3894528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899438589808,"score_gpt":0.2540987455783561,"score_spread":0.2351043596802761,"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."}}