{"id":"W2972750621","doi":"10.1016/j.jneb.2019.08.006","title":"Open Educational Resource Textbook Impact on Students in an Introductory Nutrition Course","year":2019,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open educational resources; Student engagement; Thematic analysis; Mathematics education; Medical education; Psychology; Perception; Pedagogy; Medicine; Qualitative research; Sociology","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0009615811,0.0003309588,0.0004426594,0.0008468771,0.0008493666,0.002371393,0.0005892891,0.0008388462,0.01439668],"category_scores_gemma":[0.008142989,0.0001982804,0.0005341952,0.0005483464,0.0003135037,0.0006692079,0.001758415,0.001358604,0.002128696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448325,"about_ca_system_score_gemma":0.001621748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007028602,"about_ca_topic_score_gemma":0.01565561,"domain_scores_codex":[0.9989697,0.0002410212,0.00007475652,0.00009341366,0.0003322647,0.0002888495],"domain_scores_gemma":[0.9938167,0.001228513,0.0007696797,0.0001183988,0.001050303,0.003016408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005160475,0.0678951,0.7603704,0.0001663531,0.0001933467,0.001447789,0.004718955,0.0005645112,0.007360823,0.0006664837,0.009046527,0.1424092],"study_design_scores_gemma":[0.0001771758,0.007515838,0.9768505,0.00008796135,0.0001428751,0.0001710177,0.007833677,0.0007684439,0.002500154,0.0003248761,0.003584943,0.00004264305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966994,0.0000675362,0.00001721353,0.0002470586,0.00004787202,0.00001741783,0.00005717103,0.000008268188,0.002838049],"genre_scores_gemma":[0.9914119,0.0001339147,0.00009269836,0.0001410853,0.00003032023,0.00001401791,0.0001735501,0.000009301215,0.007993092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9994107,"threshold_uncertainty_score":0.04816163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806131935185637,"score_gpt":0.3753388103986682,"score_spread":0.3572774910468118,"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."}}