{"id":"W4246699083","doi":"10.4324/9781003015567","title":"The TESOL Research Training Journey","year":2021,"lang":"en","type":"book","venue":"","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Mathematics education; Medical education; Psychology; Geography; Medicine","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":[0.01225759,0.000622917,0.0007077114,0.001453773,0.01157623,0.01975761,0.002056814,0.003903238,0.0455685],"category_scores_gemma":[0.0208685,0.0008099982,0.0006948552,0.001520392,0.007185782,0.00954146,0.01686801,0.01235639,0.03841244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072504,"about_ca_system_score_gemma":0.02198525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370993,"about_ca_topic_score_gemma":0.008677696,"domain_scores_codex":[0.9897454,0.004232426,0.0003545819,0.0005662848,0.003904355,0.001197006],"domain_scores_gemma":[0.9748695,0.005051424,0.0006517837,0.001521327,0.005375782,0.01253006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002513982,0.00007705905,0.0003189607,0.0003098714,0.000004767368,0.0004228323,0.01538895,0.0001019925,0.0004432472,0.05733658,0.804393,0.1211777],"study_design_scores_gemma":[0.00000161362,0.00002010502,0.00010252,0.0002022937,4.822658e-7,0.0002682262,0.004723578,0.00002219541,0.00005062727,0.003689235,0.9909118,0.000007190541],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0116658,0.02479831,0.01060416,0.2796657,0.02235888,0.000506377,0.0005661778,0.001351503,0.648483],"genre_scores_gemma":[0.02852444,0.01518577,0.02026006,0.04918892,0.003191596,0.0005499991,0.0007459129,0.001076299,0.8812769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0455685,"threshold_uncertainty_score":0.1524418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8604802200751419,"score_gpt":0.7072282915507466,"score_spread":0.1532519285243953,"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."}}