{"id":"W3120406162","doi":"10.26443/ijwpc.v8i1.276","title":"One small victory","year":2021,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Victory; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00005018348,0.00005333758,0.0001362039,0.0001203117,0.0000215408,0.00001159274,0.0001198231,0.0005583244,0.0002791419],"category_scores_gemma":[0.00008437586,0.00004786196,0.0001449954,0.00005908745,0.00004122186,0.00003854665,0.00002249951,0.001195991,0.00003000551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008783225,"about_ca_system_score_gemma":0.0001810968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002724202,"about_ca_topic_score_gemma":0.000005599382,"domain_scores_codex":[0.9994336,0.00001437761,0.000159997,0.00007496269,0.0002447215,0.00007227794],"domain_scores_gemma":[0.9988192,0.00001690734,0.00009616785,0.00007580564,0.0009349226,0.00005699173],"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":[0.0009827263,0.0007573605,0.03539834,0.0001681712,0.004394683,0.01601693,0.01313345,0.000102252,0.5690001,0.003075567,0.0154121,0.3415583],"study_design_scores_gemma":[0.008979199,0.0009687234,0.1039091,0.002131089,0.0006518186,0.01093763,0.05061885,0.00009066547,0.276682,0.0001666062,0.5444707,0.000393621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8656369,0.009671868,0.0004401798,0.1117371,0.002185166,0.00003768534,0.0000122906,0.00002399521,0.01025481],"genre_scores_gemma":[0.9942595,0.0004189813,0.001504717,0.001902784,0.0005260687,3.654539e-7,0.00001569005,0.000007643695,0.001364296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5290586,"threshold_uncertainty_score":0.5196054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238870506992788,"score_gpt":0.2682979393465783,"score_spread":0.2459092342766504,"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."}}