{"id":"W2034381785","doi":"10.1016/j.jneb.2006.11.004","title":"Fast Track to GEMs Online","year":2007,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"West virginia; Foundation (evidence); Section (typography); Service (business); Track (disk drive); Library science; Cover (algebra); History; Advertising; Engineering; Archaeology; Computer science; Business; Marketing; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001384383,0.001548025,0.001305258,0.004283475,0.001606936,0.004207647,0.001358122,0.002557511,0.8852561],"category_scores_gemma":[0.007066401,0.0008783847,0.0007585959,0.002470491,0.0004505266,0.00410885,0.003749938,0.002031558,0.7841673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790637,"about_ca_system_score_gemma":0.00116371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526118,"about_ca_topic_score_gemma":0.006140036,"domain_scores_codex":[0.999517,0.00006868812,0.00002469772,0.00005088011,0.0002401428,0.00009870537],"domain_scores_gemma":[0.9941108,0.0009118562,0.0002897173,0.0007625343,0.001543998,0.002380989],"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":[0.00005443033,0.00006663641,0.000144489,0.00004503194,0.000001848066,0.00001994889,0.000009398956,0.00001848014,0.00009033507,0.000232462,0.9579004,0.04141663],"study_design_scores_gemma":[0.00008463662,0.00006491363,0.001642089,0.00008888115,0.000005969466,0.00004155142,0.00005883028,0.0002682435,0.0002800283,0.001412253,0.9960315,0.00002115114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003744355,0.0009475942,0.004965531,0.008215053,0.01129411,0.0008395375,0.03492239,0.03951334,0.8955581],"genre_scores_gemma":[0.002939017,0.0003885641,0.002376413,0.001379585,0.001489547,0.0001618324,0.01145285,0.003408365,0.9764038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8852561,"threshold_uncertainty_score":0.1636682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713411862794003,"score_gpt":0.4634455451039626,"score_spread":0.3963114264760226,"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."}}