{"id":"W4365996607","doi":"","title":"A Digital Native’s Experience of Mobile Assisted Language Learning: A Reflection on a Qualitative Pilot Study","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Qualitative research; Computer science; Multimedia; Psychology; Mathematics education; Sociology; Programming language","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":[0.01946743,0.0009747451,0.001109024,0.001904997,0.01347234,0.006950842,0.00288158,0.003637494,0.004524459],"category_scores_gemma":[0.02620457,0.0009440752,0.0008880355,0.001349694,0.01257491,0.007051315,0.009095183,0.005676808,0.001113781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004817435,"about_ca_system_score_gemma":0.004921653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005900722,"about_ca_topic_score_gemma":0.009986615,"domain_scores_codex":[0.9870222,0.009606251,0.0002972206,0.0007225526,0.0008108734,0.001540789],"domain_scores_gemma":[0.9794244,0.01320742,0.0006995265,0.0007821782,0.002117002,0.00376953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003212206,0.0001126197,0.0007351197,0.0000803127,0.000002301277,0.001166047,0.9926021,0.00002259287,0.0007412545,0.0006425251,0.0004413074,0.003421804],"study_design_scores_gemma":[0.00000847533,0.0001609236,0.0005712418,0.00009684389,0.000003756385,0.000527676,0.9874326,0.00006920963,0.0003428431,0.0001889671,0.01058016,0.00001747245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730164,0.0005811289,0.005141194,0.006135885,0.0003013219,0.000448048,0.0001321016,0.00008925748,0.01415464],"genre_scores_gemma":[0.9844447,0.0008072818,0.002501155,0.001957526,0.00007737457,0.0003579505,0.00006142358,0.00009495214,0.009697684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946743,"threshold_uncertainty_score":0.1029548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3698618662955096,"score_gpt":0.59969115311078,"score_spread":0.2298292868152704,"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."}}