{"id":"W1975425733","doi":"10.1145/1055680.1055683","title":"The Aphasia project","year":2004,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aphasia; Comprehension; Everyday life; Rehabilitation; Psychology; Social isolation; Stroke (engine); Cognitive psychology; Computer science; Psychiatry; Neuroscience","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":[0.0006055753,0.0001809557,0.0001781156,0.0000476701,0.001259294,0.0004404466,0.001232518,0.0000779425,0.000005228867],"category_scores_gemma":[0.002309299,0.0001127009,0.00006267639,0.0003587752,0.0004558886,0.0003270842,0.0008753159,0.0003168758,0.000007041433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002048528,"about_ca_system_score_gemma":0.00008315325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001396267,"about_ca_topic_score_gemma":0.00004718821,"domain_scores_codex":[0.9982041,0.0001930534,0.0003374574,0.0006710391,0.0001800117,0.0004143174],"domain_scores_gemma":[0.9978888,0.001228391,0.000160198,0.0006246754,0.00003746066,0.00006044411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003527625,0.000666575,0.03533387,0.0002567622,0.00004401881,0.001971552,0.01113584,0.000166553,0.2238649,0.0098079,0.0002420986,0.7161571],"study_design_scores_gemma":[0.004470225,0.0005435791,0.03826121,0.0002450521,0.00007308797,0.002750208,0.002762101,0.0008877155,0.7734929,0.1714254,0.003473248,0.001615287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964224,0.0003218091,0.0002679993,0.001272445,0.0003252607,0.0003121371,0.000002569805,0.0001640747,0.0009113189],"genre_scores_gemma":[0.9979177,0.0000550376,0.0002799154,0.001504436,0.0001785756,0.000006739806,9.76749e-7,0.00001159824,0.00004506839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7145419,"threshold_uncertainty_score":0.9685597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550325168107042,"score_gpt":0.3536954829918243,"score_spread":0.2986629661811201,"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."}}