{"id":"W3015368087","doi":"10.1016/j.jneb.2020.02.014","title":"What Does Scholarship Mean to You?","year":2020,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Audience measurement; Outreach; Theme (computing); Set (abstract data type); Public relations; Political science; Library science; Sociology; Media studies; Psychology; Computer science; Law; World Wide Web","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":[0.00120299,0.00005375765,0.0001074835,0.0001303161,0.0002118426,0.0002577673,0.0001178824,0.00004913577,0.0001433482],"category_scores_gemma":[0.0005270112,0.00004373017,0.00003985995,0.00031664,0.00004973844,0.0009942813,0.00001059214,0.0002222025,0.000007228656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008029299,"about_ca_system_score_gemma":0.0001968894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001779218,"about_ca_topic_score_gemma":0.00002239906,"domain_scores_codex":[0.9989713,0.0003407894,0.0002394706,0.0000850556,0.0002688735,0.00009452135],"domain_scores_gemma":[0.9990104,0.00005008947,0.0001725489,0.0000417992,0.0004991773,0.0002259512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009040725,0.008438831,0.05073919,0.00009965333,0.00002397306,0.00001138904,0.3054062,3.386272e-7,0.06198498,0.01647606,0.0100894,0.5466396],"study_design_scores_gemma":[0.0007952236,0.000415894,0.1675282,0.000406414,0.0001302,0.00002897932,0.4236071,3.999691e-7,0.006621976,0.003706512,0.3964821,0.0002771243],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493059,0.0002120597,0.0003047183,0.04785259,0.001963105,0.0001774322,0.000001297793,0.00001239744,0.0001705196],"genre_scores_gemma":[0.9691644,0.0002134926,0.02564545,0.003116732,0.001629089,0.00001844155,0.000001417831,0.000006256681,0.0002047476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463625,"threshold_uncertainty_score":0.2485656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09173335808241005,"score_gpt":0.4443177704391289,"score_spread":0.3525844123567188,"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."}}