{"id":"W4234938233","doi":"10.1017/cbo9780511845352","title":"When Language Breaks Down","year":2010,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Language Development and Disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saint Mary's University","funders":"","keywords":"Psychology; Stress (linguistics); Affect (linguistics); Linguistics; Perspective (graphical); Discourse analysis; Speech-Language Pathology; Tacit knowledge; Autism; Cognitive psychology; Developmental psychology; Communication; Epistemology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001210658,0.00047027,0.000454338,0.0002692939,0.0001659835,0.00005549881,0.0008832425,0.001000035,0.0005140466],"category_scores_gemma":[0.00001213174,0.0005247119,0.0002509521,0.00001491718,0.0002627329,0.00006857471,0.0003669249,0.001079683,0.000457143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541321,"about_ca_system_score_gemma":0.0002860867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009859825,"about_ca_topic_score_gemma":0.00004714251,"domain_scores_codex":[0.9982158,0.00008526963,0.0002054215,0.0006994226,0.0002754123,0.0005186524],"domain_scores_gemma":[0.9984481,0.00008532355,0.0002194564,0.0009300379,0.00009074538,0.0002263828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115512,0.00002896125,0.000009118729,0.00004618968,0.0002482612,0.00133455,0.002916575,3.059685e-8,0.00005002882,0.1853076,0.804377,0.005570143],"study_design_scores_gemma":[0.001204941,0.00002736465,0.0001037195,0.00004648731,0.0001910626,0.00003324681,0.0007633301,7.891734e-7,0.00006509596,0.000007636885,0.9969127,0.0006435984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008908976,0.0004172096,0.00009477684,0.00002631772,0.001328942,0.0004863765,0.000350495,0.0003459039,0.9960591],"genre_scores_gemma":[0.000347615,0.000009752041,0.0001566037,0.000300092,0.0003626673,0.000003007687,0.0005384173,0.0000793568,0.9982025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1925357,"threshold_uncertainty_score":0.9997205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084192098983856,"score_gpt":0.2207084217452052,"score_spread":0.2098665007553666,"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."}}