{"id":"W2811250613","doi":"10.1017/s004740451800057x","title":"Deconstructing variation in pragmatic function: A transdisciplinary case study","year":2018,"lang":"en","type":"article","venue":"Language in Society","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Toronto; University of British Columbia","funders":"","keywords":"Storyboard; Context (archaeology); Circumscription; Deconstruction (building); Linguistics; Function (biology); Principal (computer security); Sociology; Variation (astronomy); Epistemology; Computer science; Artificial intelligence; History; Philosophy; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01591468,0.0007871051,0.00079126,0.003529501,0.01531732,0.005391869,0.00259804,0.003525616,0.002664388],"category_scores_gemma":[0.01881266,0.0004661506,0.0005137298,0.003306179,0.01879906,0.004905382,0.01035037,0.004171155,0.0002575493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01037677,"about_ca_system_score_gemma":0.004957529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05395802,"about_ca_topic_score_gemma":0.1164342,"domain_scores_codex":[0.9802725,0.01631156,0.0003982704,0.0007532703,0.001261736,0.001002774],"domain_scores_gemma":[0.9756265,0.02033221,0.0006857822,0.00133562,0.00134188,0.0006780998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003672866,0.00006174854,0.003283963,0.00009653153,0.000009623102,0.005385709,0.9486012,0.0002788229,0.0008764634,0.03148629,0.0006470514,0.009235848],"study_design_scores_gemma":[0.00001050436,0.00004843506,0.002753322,0.0001585546,0.00001296481,0.001983541,0.9535654,0.0009806548,0.001060022,0.009864121,0.02953206,0.00003035122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466959,0.0007826218,0.02194186,0.004215449,0.0000660182,0.00028693,0.0001227724,0.00002955644,0.02585893],"genre_scores_gemma":[0.9913551,0.0002895828,0.005506015,0.0002197626,0.0000128123,0.0001029416,0.00003963319,0.00002174766,0.002452398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05395802,"threshold_uncertainty_score":0.1072879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018512949415584,"score_gpt":0.3496190448814798,"score_spread":0.329433915387324,"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."}}