{"id":"W4233592247","doi":"10.1163/187731011x563764","title":"Pragmatic Impairments","year":2011,"lang":"en","type":"article","venue":"International Review of Pragmatics","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Simon Fraser University","keywords":"Pragmatics; Sociolinguistics; Psychology; Linguistics; Computer science; Cognitive psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005028332,0.0001144282,0.0002187819,0.00006151421,0.00001837206,0.00000496064,0.0004618221,0.00004513922,0.03348458],"category_scores_gemma":[0.0002281369,0.00008799857,0.0001128953,0.0001308825,0.00005390644,0.00008219459,0.00004771541,0.0001079888,0.001052321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002770226,"about_ca_system_score_gemma":0.00002919331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001799761,"about_ca_topic_score_gemma":5.171838e-7,"domain_scores_codex":[0.9986106,0.0001144014,0.0006232731,0.0001648408,0.0003520571,0.0001348581],"domain_scores_gemma":[0.9989228,0.000134179,0.0003931555,0.0002751212,0.0002113106,0.00006345814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007261877,0.006238379,0.047583,0.005622397,0.001186188,0.00005468953,0.005237112,3.017367e-7,0.00008561785,0.6749703,0.1768603,0.08208899],"study_design_scores_gemma":[0.00172743,0.0007142223,0.5809077,0.01572477,0.0003066461,0.0003313767,0.001338884,0.00004106888,0.0001077373,0.1217725,0.2762523,0.0007753539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02418998,0.006870367,0.001793583,0.001591339,0.003013365,0.0005550268,0.00005253379,0.00004230938,0.9618915],"genre_scores_gemma":[0.9156219,0.009590457,0.04847542,0.01128865,0.0003817855,0.0004541734,0.0002250264,0.00004723717,0.01391538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9479761,"threshold_uncertainty_score":0.9997255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06948808618061163,"score_gpt":0.4225300527265198,"score_spread":0.3530419665459082,"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."}}