{"id":"W4407960898","doi":"10.5771/9780761856900","title":"A Year in Korea","year":2012,"lang":"en","type":"book","venue":"Hamilton eBooks","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004258559,0.0008291439,0.0003942872,0.0006048255,0.004399693,0.003919587,0.0005640801,0.001080166,0.1142872],"category_scores_gemma":[0.0005207527,0.0002614988,0.0004559415,0.0008287561,0.0007285984,0.003181744,0.002936383,0.002435814,0.04383983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349021,"about_ca_system_score_gemma":0.00241889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033759,"about_ca_topic_score_gemma":0.01826771,"domain_scores_codex":[0.9997649,0.0000317722,0.00001277767,0.00004396576,0.00006197364,0.00008467223],"domain_scores_gemma":[0.9995959,0.0000158263,0.00001945211,0.00002000061,0.00006461832,0.000284283],"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":[0.00005052015,0.000105121,0.0009463721,0.0003581519,0.000007485848,0.00105838,0.003881633,0.00004250027,0.0009506258,0.01943286,0.8610842,0.1120822],"study_design_scores_gemma":[0.000002354947,0.00002166511,0.000539502,0.00007479972,0.000001540987,0.0003000827,0.001335014,0.000005563127,0.00005971914,0.0002702611,0.9973864,0.000003047156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02043761,0.03330747,0.000676793,0.03591773,0.03667868,0.0002061042,0.0009404288,0.0005559717,0.8712793],"genre_scores_gemma":[0.02097218,0.006734463,0.0004541516,0.006627153,0.0006854362,0.000043968,0.0003225819,0.0001980383,0.9639621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1142872,"threshold_uncertainty_score":0.3823287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164281945991864,"score_gpt":0.2241256629272589,"score_spread":0.1824828434673403,"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."}}