{"id":"W1542758477","doi":"10.4324/9781315765433","title":"Tools for Teaching in an Educationally Mobile World","year":2014,"lang":"en","type":"book","venue":"","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Psychology","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":[0.0005957905,0.0006496611,0.0004207055,0.0008929617,0.001240231,0.006277263,0.0009399349,0.001479309,0.0163616],"category_scores_gemma":[0.001712915,0.0003243221,0.0006534022,0.001029712,0.001667374,0.006221098,0.003596716,0.002476576,0.0062134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009911167,"about_ca_system_score_gemma":0.001218661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179535,"about_ca_topic_score_gemma":0.00195429,"domain_scores_codex":[0.9994245,0.0001902507,0.00003102018,0.00004620345,0.0002160587,0.00009214999],"domain_scores_gemma":[0.999221,0.0004785153,0.00005751701,0.00006796596,0.00005956102,0.0001154084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003889618,0.0001607204,0.0007125821,0.0009465402,0.00002333187,0.0008712839,0.01784341,0.001591478,0.003529178,0.2241836,0.30401,0.4460891],"study_design_scores_gemma":[0.00000720992,0.00006424183,0.0004694024,0.0004782897,0.000006810446,0.0008032868,0.002958852,0.0003946882,0.0003355019,0.0149495,0.9795188,0.00001333007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02175403,0.0344988,0.1247731,0.01744116,0.006794021,0.0005968002,0.0003234437,0.003573816,0.7902449],"genre_scores_gemma":[0.1122484,0.02941105,0.1129477,0.00615645,0.001351933,0.0007480358,0.0005525879,0.001359253,0.7352247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0163616,"threshold_uncertainty_score":0.054735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754404083893206,"score_gpt":0.2864002007282626,"score_spread":0.2488561598893305,"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."}}