{"id":"W4255243585","doi":"10.9707/1944-5660.1395","title":"Front Matter","year":2017,"lang":"en","type":"paratext","venue":"The Foundation Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"AcademyHealth; Colorado Trust; Annie E. Casey Foundation","keywords":"Front (military); Business; Physics; Meteorology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001385603,0.000417209,0.0008635243,0.00005501309,0.0004667939,0.0003516297,0.00145771,0.0001388455,0.6934392],"category_scores_gemma":[0.0001385014,0.0002506815,0.0003025973,0.00006769109,0.0001838299,0.0002085572,0.0001947352,0.000479922,0.9974251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049173,"about_ca_system_score_gemma":0.0002012628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008739815,"about_ca_topic_score_gemma":0.0000176545,"domain_scores_codex":[0.9977143,0.0005332619,0.0005934426,0.0004096955,0.0004601147,0.0002891471],"domain_scores_gemma":[0.99545,0.00006638794,0.001506718,0.00271629,0.0002018006,0.00005886267],"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":[0.000002666578,0.00001011406,0.000001535286,0.003818581,0.00006701438,4.462545e-7,0.00001094857,5.329798e-7,0.000002871379,0.00002421093,0.98413,0.01193114],"study_design_scores_gemma":[0.00007747585,0.000006382143,0.0000831255,0.01455847,0.0004034174,0.00001391366,5.737466e-7,0.000001909781,0.000002106662,0.00006912132,0.9844854,0.0002981483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.108984e-7,0.2924719,0.00007976548,0.004004905,0.002186247,0.001493536,0.0001162592,0.00003239592,0.6996142],"genre_scores_gemma":[0.000006365528,0.1950028,0.00004567827,0.005053203,0.0007830556,0.0003004655,0.002390648,0.0001457219,0.7962721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3039859,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104778926610115,"score_gpt":0.3706678979670449,"score_spread":0.3096201087009437,"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."}}