{"id":"W4390893063","doi":"10.1177/10538259241226652","title":"Reflection in Professional Practice and Education in Engineering, Nursing, and Teaching","year":2024,"lang":"en","type":"article","venue":"Journal of Experiential Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Reflective practice; Experiential learning; Professional development; Context (archaeology); Psychology; Reflection (computer programming); Pedagogy; Professional learning community; Experiential education; Medical education; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03960531,0.0005972665,0.0008101066,0.002496949,0.004802885,0.01348184,0.001563736,0.003943163,0.005840047],"category_scores_gemma":[0.06883679,0.000373966,0.0006699977,0.002798394,0.02981013,0.007772707,0.009768186,0.004981589,0.001134105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005151401,"about_ca_system_score_gemma":0.01367307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002992904,"about_ca_topic_score_gemma":0.003606302,"domain_scores_codex":[0.9236571,0.0626808,0.002759052,0.002833981,0.006324779,0.001744351],"domain_scores_gemma":[0.9008867,0.0801194,0.006321101,0.005849791,0.003443036,0.003379978],"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":[0.00009830559,0.0003640599,0.008758735,0.003165942,0.00009140866,0.0007207238,0.1881874,0.001084867,0.001151278,0.2525778,0.02254865,0.5212508],"study_design_scores_gemma":[0.00006378959,0.0005239234,0.01455812,0.01238134,0.00007524341,0.002659144,0.1163548,0.0009600307,0.002192389,0.3865869,0.4634826,0.0001616283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1223996,0.1862011,0.1488019,0.1377399,0.005481213,0.001000191,0.0001486681,0.0007921191,0.3974354],"genre_scores_gemma":[0.8583539,0.0455336,0.06164913,0.01177945,0.001024801,0.0007311863,0.00009126076,0.0002469604,0.02058979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03960531,"threshold_uncertainty_score":0.2094554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248492235630993,"score_gpt":0.4659833386919405,"score_spread":0.4534984163356305,"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."}}