{"id":"W3122449141","doi":"10.26192/rd8g-j485","title":"Exploring the use of metacognitive strategies in the technology-enhanced classroom: the beginner language learner experience","year":2019,"lang":"en","type":"dissertation","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metacognition; Psychology; Foreign language; Syllabus; Action research; Task (project management); Pedagogy; Mathematics education; Engineering; Cognition","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":[0.003007556,0.0005618109,0.0007387062,0.0008987247,0.001995278,0.004106131,0.001071152,0.001184717,0.002238665],"category_scores_gemma":[0.005369649,0.0003385867,0.0003590093,0.0002960796,0.002381085,0.00200685,0.003049836,0.001655514,0.0005340788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011929,"about_ca_system_score_gemma":0.001558929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572265,"about_ca_topic_score_gemma":0.006168729,"domain_scores_codex":[0.9983417,0.0009101284,0.00005758901,0.000171109,0.0002779525,0.0002415066],"domain_scores_gemma":[0.997685,0.001246456,0.0001892374,0.0001197779,0.0002920202,0.0004675985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000104991,0.0006200543,0.02208321,0.000201159,0.00001392688,0.002618665,0.9331419,0.0001025565,0.01618603,0.0009276475,0.0002223404,0.02377748],"study_design_scores_gemma":[0.00003402385,0.001287502,0.02585845,0.0002190972,0.00004520653,0.00303892,0.9370666,0.0004590912,0.01224525,0.0007181172,0.01895251,0.00007518877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968984,0.000116184,0.0006534854,0.0001371785,0.000004967654,0.00003376567,0.00001317138,0.00001765234,0.0021251],"genre_scores_gemma":[0.9953694,0.000210191,0.001247587,0.00007415036,0.00000352706,0.00004229572,0.00001616486,0.00001230461,0.003024445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004106131,"threshold_uncertainty_score":0.01590568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07967966920998215,"score_gpt":0.2916366464625168,"score_spread":0.2119569772525347,"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."}}