{"id":"W4317932300","doi":"10.3126/mrj.v3i1.51634","title":"Teachers of English and their Perceptions towards ESL Errors","year":2022,"lang":"en","type":"article","venue":"Mangal Research Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nepali; Perception; Intelligibility (philosophy); Psychology; Mathematics education; Linguistics","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":[0.002559706,0.0002272682,0.0003321188,0.0009126333,0.0008901784,0.002004488,0.0002691469,0.000537505,0.002381042],"category_scores_gemma":[0.0159884,0.0003095165,0.0002013168,0.0004207166,0.001105213,0.001018292,0.001006491,0.0007727974,0.0004176917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006077564,"about_ca_system_score_gemma":0.0008706038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006402927,"about_ca_topic_score_gemma":0.006661992,"domain_scores_codex":[0.9965834,0.001411058,0.0003426992,0.0002068893,0.001142249,0.0003136503],"domain_scores_gemma":[0.9783356,0.007979814,0.007682888,0.0004636342,0.003810481,0.001727683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001956908,0.000262754,0.5923362,0.0003038126,0.00003563891,0.002008077,0.3773341,0.0001919748,0.004749996,0.0002693017,0.0007057956,0.02160664],"study_design_scores_gemma":[0.00001999729,0.0006776947,0.4458019,0.0002340451,0.00003576617,0.002085753,0.5402742,0.0004313099,0.0009130744,0.0002035228,0.009259326,0.00006343307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975025,0.0002480756,0.000177909,0.0002584715,0.000009961186,0.000009887636,0.00001470452,0.00000746768,0.001770896],"genre_scores_gemma":[0.9986625,0.0002463965,0.00008650552,0.0000630596,0.000007336459,0.000008246857,0.00001291407,0.000003272392,0.0009097647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006402927,"threshold_uncertainty_score":0.01353717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146628329506107,"score_gpt":0.3524529631898886,"score_spread":0.2377901302392779,"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."}}