{"id":"W7162025284","doi":"10.82308/55538","title":"Students' perceptions of learning affordances, impacts and challenges of blended language learning","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blended learning; Affordance; Educational technology; Language acquisition; Experiential learning; Collaborative learning; Cooperative learning; Perception; Sociocultural evolution; Constructive","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":[0.002520408,0.0003600804,0.0005945768,0.000787481,0.001226735,0.003371277,0.0004314811,0.001015746,0.002330088],"category_scores_gemma":[0.005670933,0.0002805577,0.0006435534,0.0004874432,0.001225694,0.001382168,0.001894512,0.001132889,0.0003829474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008863478,"about_ca_system_score_gemma":0.001167845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910642,"about_ca_topic_score_gemma":0.005132168,"domain_scores_codex":[0.9981371,0.000427552,0.0001733567,0.0001516373,0.0006670355,0.0004432694],"domain_scores_gemma":[0.9961581,0.001174022,0.0007919917,0.0001085379,0.0006296386,0.00113787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004410534,0.002122913,0.6723784,0.0004632605,0.00007238622,0.001949894,0.2541565,0.0009768339,0.01416347,0.001090795,0.0006081669,0.05157629],"study_design_scores_gemma":[0.0000382532,0.003538413,0.4534953,0.0002169564,0.00009928951,0.000999301,0.5236443,0.002189629,0.004565399,0.0009781941,0.01003216,0.0002027541],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991741,0.00005431119,0.000120953,0.00006260606,0.000002791197,0.0000122462,0.000007746916,0.000002346289,0.0005628818],"genre_scores_gemma":[0.9990753,0.00009378149,0.0001667269,0.00003501138,0.000001842237,0.00001331612,0.00001079973,0.000001520552,0.0006016925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003910642,"threshold_uncertainty_score":0.01332939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612282040000791,"score_gpt":0.3547303571391882,"score_spread":0.3386075367391803,"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."}}