{"id":"W4245788177","doi":"10.1002/tesq.231","title":"In This Issue","year":2015,"lang":"en","type":"article","venue":"TESOL Quarterly","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Sociology; Psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002151698,0.00007698176,0.0001013306,0.00008116854,0.00005806793,0.0001095997,0.00009454817,0.00002451948,0.01477319],"category_scores_gemma":[0.00002362232,0.00006595334,0.00003476164,0.00001964208,0.0000393264,0.0002056998,0.000004493935,0.0001773939,0.002642066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002059131,"about_ca_system_score_gemma":0.00001553012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005144703,"about_ca_topic_score_gemma":0.001979193,"domain_scores_codex":[0.9994468,0.00005303953,0.0001209089,0.0001167937,0.00009394448,0.0001685262],"domain_scores_gemma":[0.9997219,0.00003664423,0.00002951602,0.000132559,0.00002293095,0.00005645055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009993596,0.00005833174,0.00027606,0.000008433784,0.00001066088,0.00005925263,0.8030447,0.000001841917,0.00001716731,0.029642,0.1183376,0.04853397],"study_design_scores_gemma":[0.000456449,0.0003149792,0.00004281633,0.00001576746,0.000005416434,0.000007617155,0.06779879,0.0001571886,0.000007869381,0.001366913,0.9296769,0.0001493159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4664702,0.0004325501,0.000007665243,0.0008406268,0.0006250222,0.000058945,0.000002442354,0.0001344184,0.5314282],"genre_scores_gemma":[0.9093264,1.896609e-7,0.00005372762,0.001176798,0.0009110313,0.000006552415,0.000004872102,0.00001265991,0.08850772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8113393,"threshold_uncertainty_score":0.9981345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326769346557444,"score_gpt":0.2508573684435552,"score_spread":0.2181804337878108,"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."}}