{"id":"W2981536936","doi":"","title":"Standing on the Shoulders of Giants: Interpreting Reflective Practice in TESOL","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Shoulders; Astronomy; Psychology; Physics; Medicine","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":[0.06453294,0.0007662541,0.0008030101,0.00400115,0.01325287,0.02802823,0.003165488,0.00779989,0.002590201],"category_scores_gemma":[0.1026053,0.0009563022,0.0007424591,0.003798436,0.07467689,0.02511704,0.02404322,0.01612378,0.0009799345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009720136,"about_ca_system_score_gemma":0.009516726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005431929,"about_ca_topic_score_gemma":0.007620817,"domain_scores_codex":[0.9090847,0.0780599,0.001780325,0.002299955,0.005497993,0.00327712],"domain_scores_gemma":[0.8920816,0.08407505,0.006259803,0.005379131,0.008245528,0.003958995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002661606,0.00002425015,0.0009148471,0.0001492228,0.00000846183,0.0006350626,0.9158663,0.0000830173,0.0002850071,0.06846081,0.004145981,0.009400448],"study_design_scores_gemma":[0.00001948393,0.00004836186,0.000755411,0.00111303,0.00001244536,0.0006803748,0.8594559,0.0003695077,0.0005741638,0.04857853,0.0883326,0.00006015741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3351801,0.01583949,0.1078572,0.3530663,0.005605481,0.0005533402,0.0001052137,0.0006161699,0.1811766],"genre_scores_gemma":[0.9471601,0.002839871,0.0225803,0.01487689,0.0004398652,0.0002647847,0.0000355859,0.0004739288,0.01132857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06453294,"threshold_uncertainty_score":0.3412869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2965344125178439,"score_gpt":0.6559180523277286,"score_spread":0.3593836398098847,"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."}}