{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007103704,0.0001033172,0.0001890381,0.0004262619,0.0002783808,0.0000204382,0.00008995231,0.0001297601,0.0003028396],"category_scores_gemma":[0.0001286975,0.00009752829,0.00006529727,0.0002463381,0.00003049729,0.0002475911,0.00001101049,0.0003502114,0.0000511466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814488,"about_ca_system_score_gemma":0.0003169458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002489719,"about_ca_topic_score_gemma":0.00006580009,"domain_scores_codex":[0.9985479,0.00008230581,0.00078083,0.0001208623,0.0002266327,0.0002414392],"domain_scores_gemma":[0.9980451,0.0001266484,0.0003803318,0.0001122748,0.0009726287,0.000363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003321938,0.06053968,0.1597391,0.001385734,0.00003347347,0.00001144888,0.03233629,8.874666e-7,0.01778742,0.0008427555,0.3098998,0.4170912],"study_design_scores_gemma":[0.001220348,0.0003569952,0.696026,0.0008063051,0.0001115231,0.00007292121,0.1329936,6.449272e-7,0.0003413642,0.0003756627,0.1675415,0.0001531774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864933,0.0006212338,0.0005957045,0.004635169,0.006876676,0.0003888982,0.00002049125,0.00001792327,0.0003505707],"genre_scores_gemma":[0.9754387,0.0007039045,0.01352717,0.002315078,0.006104518,0.00006644437,0.00006948429,0.00002078824,0.001753956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536287,"threshold_uncertainty_score":0.3977088,"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."}}