{"id":"W4240131154","doi":"10.22161/ijels.4.1.28","title":"English as a Second Language","year":2019,"lang":"en","type":"article","venue":"International Journal of English Literature and Social Sciences","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Computer science; History; Philosophy","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":[0.0009816455,0.0003175015,0.0003610689,0.0007896654,0.002046803,0.005405292,0.0004279773,0.001149459,0.03189807],"category_scores_gemma":[0.003702153,0.00009527036,0.0002058774,0.0007563287,0.002285941,0.003367462,0.002266604,0.00163089,0.01284772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155893,"about_ca_system_score_gemma":0.002717185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329641,"about_ca_topic_score_gemma":0.00363622,"domain_scores_codex":[0.9973328,0.0007715286,0.0001328458,0.0002528834,0.001027392,0.0004826798],"domain_scores_gemma":[0.997951,0.0004325469,0.000211805,0.0002385743,0.0006630839,0.0005030335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006738825,0.00008603689,0.003037532,0.0008135239,0.00001986224,0.00173509,0.02257532,0.000129249,0.003939298,0.315551,0.39821,0.2538358],"study_design_scores_gemma":[0.000002844049,0.00001604321,0.001660602,0.0002144225,0.000002247615,0.0006887488,0.00182423,0.00001918107,0.000226691,0.004181605,0.9911541,0.000009372478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01442531,0.01474532,0.00174588,0.01448402,0.00409311,0.00007986473,0.0004404583,0.0002009123,0.9497851],"genre_scores_gemma":[0.4327395,0.01818135,0.002690236,0.01228276,0.002227207,0.0001373907,0.0008193989,0.0003056728,0.5306165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03189807,"threshold_uncertainty_score":0.1067097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735048343185264,"score_gpt":0.4099603653113489,"score_spread":0.3926098818794962,"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."}}