{"id":"W2017248361","doi":"10.1310/cl3v-a94a-de5c-cvbe","title":"A Set of Observational Measures for Rating Support and Participation in Conversation Between Adults with Aphasia and Their Conversation Partners","year":2004,"lang":"en","type":"article","venue":"Topics in Stroke Rehabilitation","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Conversation; Aphasia; Psychology; Set (abstract data type); Observational study; Conversation analysis; Linguistics; Cognitive psychology; Medicine; Communication; 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":[0.0003258988,0.00008222679,0.0001479761,0.0001073583,0.00003141741,0.00001004992,0.00003361053,0.00006092876,0.000001296094],"category_scores_gemma":[0.0009813485,0.00007065599,0.00001587314,0.0001123003,0.0001484893,0.0002094307,0.000009685121,0.00006620066,1.159051e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003990564,"about_ca_system_score_gemma":0.00004918924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005146697,"about_ca_topic_score_gemma":0.0002142742,"domain_scores_codex":[0.999166,0.0001006127,0.000287698,0.000237474,0.00009674991,0.0001114406],"domain_scores_gemma":[0.9988844,0.000829306,0.0001301379,0.00007138988,0.00006302117,0.00002172974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000422889,0.00006454245,0.801378,0.0002625471,0.000007104866,0.000004562066,0.1313085,0.0006294542,0.05042182,0.002897703,0.000002049354,0.01260083],"study_design_scores_gemma":[0.009754888,0.002639407,0.8125747,0.0002603597,0.00002969796,0.00001552211,0.02429258,0.001847355,0.1371894,0.01095018,0.0001026648,0.0003432992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997323,0.0000136065,0.0005572191,0.001433995,0.00002877731,0.0005833514,0.00003183887,0.00001135651,0.00001685853],"genre_scores_gemma":[0.9983542,0.000006234127,0.001425066,0.0000758095,0.00003111304,0.00005723493,0.00004126102,0.000005028407,0.000004061445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1070159,"threshold_uncertainty_score":0.2881268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720525870396846,"score_gpt":0.3473924172918842,"score_spread":0.2801871585879158,"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."}}