{"id":"W3011284997","doi":"10.37546/jalttlt38.4-1","title":"JALT2014 Plenary Speaker article: An invitation to reflect on practice","year":2014,"lang":"ja","type":"article","venue":"The Language Teacher","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Reflective practice; Psychology; Computer science; Pedagogy; Engineering ethics; Mathematics education; Engineering","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":[0.005718427,0.001784362,0.001215726,0.001059935,0.004134137,0.007128509,0.002197924,0.01200065,0.148167],"category_scores_gemma":[0.02756789,0.0004988561,0.001520267,0.0005862665,0.001899937,0.00518277,0.006583385,0.01713932,0.08801123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003699891,"about_ca_system_score_gemma":0.003166606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142665,"about_ca_topic_score_gemma":0.001920675,"domain_scores_codex":[0.9956484,0.001287531,0.0002476608,0.0005436832,0.001616396,0.0006561879],"domain_scores_gemma":[0.9836866,0.003790202,0.000710149,0.0006046689,0.006481851,0.004726574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000093597,0.00005097597,0.00007419407,0.00006939041,0.000003862041,0.0001156181,0.0003228319,0.0000264369,0.000353647,0.0008782991,0.9926202,0.005391035],"study_design_scores_gemma":[0.00002856493,0.00007675814,0.0004881751,0.0001449859,0.000003882573,0.000124861,0.000725702,0.0001229708,0.0001928684,0.0007545942,0.9973168,0.00001989564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002125196,0.00381202,0.001458054,0.3455284,0.6030104,0.0004952143,0.0006286281,0.0007830587,0.04215912],"genre_scores_gemma":[0.02262442,0.003177838,0.001662895,0.1173785,0.2764406,0.001897995,0.0009187604,0.001475368,0.5744237],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.148167,"threshold_uncertainty_score":0.4956679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483465717109125,"score_gpt":0.4283205184539439,"score_spread":0.3934858612828527,"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."}}