{"id":"W2036207864","doi":"10.1016/j.seps.2011.08.001","title":"Starting a new era for SEPS","year":2011,"lang":"en","type":"article","venue":"Socio-Economic Planning Sciences","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"History","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":[0.0007438516,0.0001079248,0.0001183069,0.0000533135,0.0002729103,0.00006038658,0.0004074259,0.0001084886,0.00005682091],"category_scores_gemma":[0.0001559617,0.00009325518,0.00008226752,0.00003869383,0.0004008226,0.00001097197,0.000105768,0.00007055189,0.00004367844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002160047,"about_ca_system_score_gemma":0.0004670269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007992191,"about_ca_topic_score_gemma":0.00001184382,"domain_scores_codex":[0.9989286,0.00001637769,0.0002429488,0.0002766715,0.0001086036,0.0004268086],"domain_scores_gemma":[0.9995354,0.0000356503,0.00009825242,0.000135932,0.00002545272,0.0001693494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005554006,0.0002288849,0.1961066,0.0002996582,0.0004753417,0.000008867562,0.02740844,0.001010245,0.1510746,0.004151697,0.4804919,0.1381883],"study_design_scores_gemma":[0.008067995,0.01094766,0.04062476,0.0003376722,0.0001476196,0.00004231666,0.06347381,0.03251525,0.3680329,0.1005051,0.3710771,0.004227789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828343,0.0003479595,0.004845089,0.0005686721,0.0004196315,0.0002203201,0.00002986587,0.00001947141,0.01071474],"genre_scores_gemma":[0.9724811,0.00005739558,0.02435733,0.0007337643,0.0005327442,0.00001574955,0.00003499728,0.00001124374,0.001775633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2169583,"threshold_uncertainty_score":0.3802836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07554904931969264,"score_gpt":0.331463424213825,"score_spread":0.2559143748941323,"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."}}