{"id":"W1980366881","doi":"10.1177/1525740113506932","title":"Building the Evidence-Base of Effective Reading Strategies to Use With Deaf English-Language Learners","year":2013,"lang":"en","type":"article","venue":"Communication Disorders Quarterly","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ell; Vocabulary; Psychology; Reading (process); American Sign Language; Multiple baseline design; Vocabulary development; Intervention (counseling); Sign language; Mathematics education; Teaching method; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005974027,0.0001663369,0.0001807471,0.0001318974,0.0002498955,0.0002097948,0.0009973028,0.00007229822,0.000132535],"category_scores_gemma":[0.0001616498,0.0001239362,0.00005904495,0.0004087106,0.0002112487,0.0007986014,0.00007509598,0.0003139948,0.00009201801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004924746,"about_ca_system_score_gemma":0.00003779017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005810147,"about_ca_topic_score_gemma":0.0007306121,"domain_scores_codex":[0.998072,0.0009762295,0.0003045709,0.0002163486,0.0001766276,0.0002542562],"domain_scores_gemma":[0.995744,0.001605087,0.0001929953,0.002216359,0.0001688833,0.00007262854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002288982,0.0003727876,0.02773876,0.00004407975,0.0001993587,4.520491e-7,0.5378678,0.0002247135,0.003585494,0.02805761,0.001313972,0.4003661],"study_design_scores_gemma":[0.001212996,0.002523237,0.4957146,0.0006875517,0.00009930078,0.000003771613,0.4940197,0.0004429141,0.0002721,0.002758257,0.00171713,0.0005484183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883496,0.0006292279,0.004504881,0.002088248,0.00005535268,0.001233027,0.000001256002,0.0001180961,0.003020368],"genre_scores_gemma":[0.9961178,0.00004694778,0.002784148,0.0001397365,0.00001330076,0.0007045474,0.000009244548,0.00002706368,0.0001572399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4679759,"threshold_uncertainty_score":0.8783243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412235770733625,"score_gpt":0.3201828880943152,"score_spread":0.296060530386979,"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."}}