{"id":"W2172014293","doi":"10.1558/wap.v3i2.265","title":"Action Research with a Family ASL Literacy Program","year":2011,"lang":"en","type":"article","venue":"Writing & Pedagogy","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"American Sign Language; Literacy; Psychology; Context (archaeology); Neuroscience of multilingualism; Identity (music); Developmental psychology; Ethnography; Sign language; Linguistics; Pedagogy; Sociology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007691,0.00009950008,0.0001115238,0.0001644185,0.0002373191,0.00007156839,0.0002758534,0.0001011035,0.0004854309],"category_scores_gemma":[0.00002865766,0.00009108401,0.0000319704,0.0002884901,0.0001117452,0.0001646456,0.00007831959,0.0004986179,0.0006357621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148827,"about_ca_system_score_gemma":0.00006910142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532829,"about_ca_topic_score_gemma":0.00007554699,"domain_scores_codex":[0.9983786,0.0004568704,0.0002061579,0.0002667734,0.0002225206,0.0004691147],"domain_scores_gemma":[0.9989076,0.0001316612,0.00005901666,0.0006277399,0.0001917294,0.00008223658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000275511,0.0009008202,0.05812301,0.00002835791,0.00004492965,0.00003252083,0.02356288,1.195898e-7,0.0007681737,0.009855929,0.001255379,0.9051524],"study_design_scores_gemma":[0.0008903835,0.001971821,0.8566805,0.0001251366,0.00001896084,0.00007910702,0.01473007,0.00007563356,0.0001871488,0.0006208571,0.1243665,0.000253843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844199,0.0001643583,0.00009874955,0.0002555093,0.00008203649,0.0003139637,6.042628e-7,0.0002483857,0.2144165],"genre_scores_gemma":[0.9914823,0.00001668514,0.004306786,0.0001025969,0.0001763507,0.0003055755,0.00001249013,0.0000289776,0.00356827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9048985,"threshold_uncertainty_score":0.8171648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4243321432430631,"score_gpt":0.5471912125802506,"score_spread":0.1228590693371875,"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."}}