{"id":"W1987913502","doi":"10.1111/eje.12082","title":"Blended learning in situated contexts: 3‐year evaluation of an online peer review project","year":2014,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Situated; Situated learning; Thematic analysis; Psychology; Curriculum; Medical education; Focus group; Bachelor; Situated cognition; Pedagogy; Cognition; Medicine; Computer science; Sociology; Qualitative research","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":[],"consensus_categories":[],"category_scores_codex":[0.007897909,0.0001005929,0.0002172886,0.0002705584,0.00003918861,0.00004733914,0.0002815197,0.00001931181,0.0003093363],"category_scores_gemma":[0.007045038,0.00009084796,0.00008990439,0.0003193914,0.00003510037,0.0003864907,0.00003974473,0.0003628286,0.0001071029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096457,"about_ca_system_score_gemma":0.0008586541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005679836,"about_ca_topic_score_gemma":0.0001221313,"domain_scores_codex":[0.9947934,0.002764221,0.0006688331,0.0001424566,0.001485961,0.0001451149],"domain_scores_gemma":[0.9978865,0.00007267358,0.0005731523,0.000164357,0.001175164,0.0001280853],"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":[0.0006333003,0.002999626,0.02469062,0.0008267515,0.00008976475,0.0000855409,0.00138889,0.0002536656,0.01098562,0.0001745559,0.02136983,0.9365018],"study_design_scores_gemma":[0.01086407,0.003002445,0.9296473,0.007125983,0.0004088768,0.001387976,0.01475754,0.002482086,0.002078018,0.0006180607,0.02708047,0.0005472399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925936,0.001718224,0.00007678214,0.0002949486,0.000424195,0.0002877644,0.000004577537,0.000009174181,0.004590703],"genre_scores_gemma":[0.9977654,0.0002103418,0.0002746902,0.000222833,0.000185316,0.000002309857,0.0001229399,0.00002216289,0.00119402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9359546,"threshold_uncertainty_score":0.8434078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08674365704890347,"score_gpt":0.427554022918427,"score_spread":0.3408103658695236,"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."}}