{"id":"W7024344131","doi":"","title":"Second language teaching and learning with technology: views of emergent researchers","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); The Internet; Language acquisition; Representation (politics); Focus (optics); Process (computing); Second language; Comprehension approach","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":[0.01075804,0.0003296508,0.0005227246,0.001574303,0.00956621,0.02656214,0.001510747,0.002828824,0.002215663],"category_scores_gemma":[0.01294389,0.0004373776,0.0005774144,0.002830353,0.0237794,0.01410613,0.007516217,0.005688928,0.0005903055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006555735,"about_ca_system_score_gemma":0.00646545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038392,"about_ca_topic_score_gemma":0.003631664,"domain_scores_codex":[0.9905415,0.006233863,0.0002076494,0.0004373204,0.001642701,0.0009368759],"domain_scores_gemma":[0.9855065,0.01004417,0.0006796895,0.0005325392,0.00122427,0.002012675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000346502,0.00008578182,0.00295511,0.0001744421,0.000007965024,0.000975538,0.7829812,0.0001420892,0.0004504876,0.1927881,0.006592337,0.0128124],"study_design_scores_gemma":[0.00002233319,0.00006233838,0.001432192,0.0002513282,0.000009382348,0.0006351722,0.8030283,0.0005006616,0.0002712912,0.03015918,0.1636057,0.00002213449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5568767,0.01292572,0.01533102,0.08536361,0.001144559,0.0002852494,0.0001312264,0.0001891978,0.3277528],"genre_scores_gemma":[0.9450514,0.00642736,0.002274142,0.002900594,0.0002366704,0.0002471383,0.00006293387,0.0001248127,0.04267484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02656214,"threshold_uncertainty_score":0.05689466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357419346791623,"score_gpt":0.2267329790856342,"score_spread":0.213158785617718,"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."}}