{"id":"W4411658629","doi":"10.51847/ielkg33zyz","title":"10.51847/iELkg33zyZ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary learning; Vocabulary; Psychology; Mathematics education; Pedagogy; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008145421,0.001183422,0.0007156794,0.001913734,0.001005295,0.003268322,0.000865566,0.002488857,0.9392723],"category_scores_gemma":[0.00107485,0.0003755648,0.0004814741,0.001593794,0.0008590876,0.002622109,0.002824292,0.001223007,0.9396259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008500213,"about_ca_system_score_gemma":0.0006210269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636161,"about_ca_topic_score_gemma":0.001654544,"domain_scores_codex":[0.9995147,0.00004785462,0.00004584104,0.0001458165,0.0001333116,0.0001124404],"domain_scores_gemma":[0.9990848,0.0002044853,0.0000615931,0.0001611189,0.0002791174,0.0002088183],"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":[0.0003906836,0.0003443507,0.003644271,0.0003839683,0.00002320299,0.000551925,0.000287587,0.000283249,0.007110844,0.005058688,0.1170208,0.8649005],"study_design_scores_gemma":[0.000109454,0.0001352087,0.005872981,0.0003114311,0.00002692815,0.0009794391,0.0005479133,0.0005639278,0.001953893,0.001776492,0.9876889,0.00003343837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01016897,0.001005532,0.004816874,0.001611213,0.0007256028,0.0002191626,0.001907514,0.003201054,0.9763441],"genre_scores_gemma":[0.01131775,0.0004026756,0.002361939,0.0005216929,0.00008656065,0.00011334,0.00153179,0.0004694387,0.9831948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06072772,"threshold_uncertainty_score":0.08662063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370166400452085,"score_gpt":0.18337354426105,"score_spread":0.1696718802565292,"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."}}