{"id":"W2765598583","doi":"10.5539/elt.v10n12p15","title":"Right of Knowing and Using Mother Tongue: A Mixed Method Study","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"First language; Psychology; Attendance; Curriculum; Data collection; Qualitative property; Tongue; Qualitative research; Multimethodology; Mathematics education; Developmental psychology; Pedagogy; Linguistics; Sociology; Computer science; Social science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002347178,0.0001008551,0.0001928833,0.00008471841,0.0003297194,0.0001958986,0.000609676,0.00003466422,0.000008204889],"category_scores_gemma":[0.002099122,0.0000893544,0.00003805328,0.00003928951,0.00002869364,0.0005335477,0.0002935152,0.000223287,4.781113e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002019386,"about_ca_system_score_gemma":0.00004026675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005713205,"about_ca_topic_score_gemma":0.00003038661,"domain_scores_codex":[0.9987802,0.000426821,0.0001712209,0.0002746726,0.0001846974,0.0001624024],"domain_scores_gemma":[0.998623,0.0003658145,0.000169117,0.0007293029,0.00003800607,0.00007483186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004236088,0.0003251905,0.01568378,0.00003844415,0.00007270906,0.0000464459,0.6024023,0.00002202588,0.01259502,0.01355017,0.00002281143,0.3552369],"study_design_scores_gemma":[0.009392662,0.0008357884,0.2340464,0.001308099,0.0005197221,0.0001371383,0.5397825,0.1195431,0.07102324,0.009717828,0.01035729,0.003336234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400622,0.0001913192,0.1565436,0.00004845309,0.0008482471,0.0001407497,0.000001031651,0.00004750392,0.002116969],"genre_scores_gemma":[0.5447952,5.544024e-7,0.4548895,0.00001859114,0.0001884776,0.000003316239,1.935042e-7,0.000006933163,0.00009726648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3519006,"threshold_uncertainty_score":0.3643767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756321520909789,"score_gpt":0.3797310498492283,"score_spread":0.3521678346401304,"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."}}