{"id":"W2166767092","doi":"10.1093/deafed/enq020","title":"How Do Deaf Signers of LSQ and Their Teachers Construct the Meaning of a Written Text?","year":2010,"lang":"en","type":"article","venue":"The Journal of Deaf Studies and Deaf Education","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Meaning (existential); Psychology; Construct (python library); Reading (process); Exploratory research; Recall; Linguistics; Mathematics education; Meaning-making; Cognitive psychology; Sociology; Computer science","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":[0.001285195,0.00009961972,0.0002248981,0.00006985689,0.0001919181,0.00002782096,0.0002107739,0.00004819117,0.000009120436],"category_scores_gemma":[0.0002140894,0.00005013773,0.00004773081,0.0001026926,0.0004056162,0.00009708902,0.00006817713,0.0002954029,3.479953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000126719,"about_ca_system_score_gemma":0.00007154273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007902932,"about_ca_topic_score_gemma":0.00003544821,"domain_scores_codex":[0.9991739,0.0002342747,0.0003048646,0.00006764221,0.0001079838,0.0001112784],"domain_scores_gemma":[0.998255,0.0006773539,0.0005126092,0.0002860507,0.0002318026,0.00003722669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003289421,0.000339457,0.1306341,0.0001003859,0.001327985,3.967036e-7,0.327145,0.000002882376,0.03477855,0.02089821,0.005349663,0.4790945],"study_design_scores_gemma":[0.001156719,0.0007691078,0.3270961,0.0002625439,0.0004299865,0.0003656526,0.6485046,0.00001488372,0.001974245,0.0127935,0.00643259,0.0002000783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815536,0.01040058,0.00003476163,0.006411997,0.0003706448,0.0001300307,8.510375e-7,0.000003242066,0.001094365],"genre_scores_gemma":[0.9978015,0.001401551,0.0004407667,0.00009080689,0.0001193636,0.000004434969,3.121274e-7,0.000007425073,0.0001338636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4788944,"threshold_uncertainty_score":0.2044557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161899775057886,"score_gpt":0.3323291754087974,"score_spread":0.3007101776582185,"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."}}