{"id":"W4400505083","doi":"10.5430/wjel.v14n6p217","title":"Reflective Diaries as a Tool for Promoting Learning and Teaching in Higher Education","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02862163,0.000911105,0.000492355,0.004305565,0.002309407,0.003824542,0.001833804,0.001034691,0.004236758],"category_scores_gemma":[0.06300548,0.0006912753,0.0004268361,0.003179874,0.00187566,0.005224391,0.004797288,0.002717516,0.002032228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449302,"about_ca_system_score_gemma":0.002654295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004749663,"about_ca_topic_score_gemma":0.001502051,"domain_scores_codex":[0.9667869,0.02332542,0.001868841,0.001318501,0.006216052,0.000484234],"domain_scores_gemma":[0.9036958,0.06748165,0.007181313,0.0125446,0.006701065,0.002395585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004972011,0.001150798,0.007329429,0.001452671,0.00003795548,0.0003367294,0.0494532,0.0006240813,0.009858453,0.01094069,0.03064616,0.8876726],"study_design_scores_gemma":[0.0004709455,0.003938636,0.05221213,0.005502491,0.0001903817,0.003486756,0.04984611,0.00739858,0.0441743,0.03711367,0.7950118,0.0006543177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2953883,0.005912944,0.4769239,0.0128179,0.003051378,0.01076542,0.003436133,0.004430113,0.1872739],"genre_scores_gemma":[0.3140478,0.003107993,0.6493722,0.001331459,0.0004558307,0.004696747,0.000968088,0.000407475,0.02561246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02862163,"threshold_uncertainty_score":0.1513674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740781169818769,"score_gpt":0.3985000104719212,"score_spread":0.3810921987737336,"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."}}