{"id":"W1866528018","doi":"10.29173/mruer166","title":"Assistive technology for reading and writing, and coping with anxiety","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Anxiety; Coping (psychology); Psychology; Medical education; Pedagogy; Psychotherapist; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006162766,0.0001072319,0.0001864844,0.0001034724,0.0005113089,0.00006575107,0.00008326829,0.0000990911,0.00001533261],"category_scores_gemma":[0.0004768741,0.00009266542,0.0000195357,0.0002618081,0.0002755396,0.00008885904,0.00001389459,0.0001172795,0.000004801626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225605,"about_ca_system_score_gemma":0.0002570753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002016172,"about_ca_topic_score_gemma":0.0003087562,"domain_scores_codex":[0.9991784,0.00009106886,0.0001923832,0.0002662396,0.0000984125,0.0001735069],"domain_scores_gemma":[0.9992627,0.0001235032,0.0001618963,0.0001326631,0.0002521865,0.00006708272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002272822,0.00004170279,0.02361692,0.0003983762,0.00001338824,2.825795e-8,0.0002572269,1.595485e-7,0.00001070489,0.8230618,0.01092755,0.1416699],"study_design_scores_gemma":[0.0001677781,0.00008146543,0.004801537,0.001514574,0.00008724257,0.000006702182,0.002437039,0.00004980388,0.00003359904,0.01617087,0.9744403,0.0002091387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1091544,0.0563999,0.03494999,0.7601138,0.001021147,0.004153314,0.000007838481,0.0007472954,0.03345239],"genre_scores_gemma":[0.9564404,0.02976437,0.006937079,0.003861468,0.0001485522,0.0005190238,0.00002859187,0.00001693276,0.002283593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9635127,"threshold_uncertainty_score":0.3932627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429231659500229,"score_gpt":0.3267670884638524,"score_spread":0.3124747718688501,"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."}}