{"id":"W2600265565","doi":"10.1111/stul.12072","title":"A Formal Typology of Reflexives","year":2017,"lang":"en","type":"article","venue":"Studia Linguistica","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Typology; Linguistics; Reflexivity; Bantu languages; Syntax; Class (philosophy); Sociology; Computer science; Philosophy; Artificial intelligence; Anthropology","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":[0.0002435341,0.0001252771,0.000269381,0.0000694221,0.0007848773,0.0001055649,0.0003289031,0.00004597629,0.000582046],"category_scores_gemma":[0.007263363,0.0001138672,0.00006855542,0.000008456072,0.0005974647,0.00005534212,0.0001651462,0.00009893107,0.0001125643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001681882,"about_ca_system_score_gemma":0.00007151799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510083,"about_ca_topic_score_gemma":0.001516447,"domain_scores_codex":[0.9990561,0.00002395442,0.0003141794,0.0001865776,0.0001550262,0.0002641584],"domain_scores_gemma":[0.9985035,0.0001605232,0.0003443929,0.0005097851,0.0004373695,0.00004442925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002847404,0.00005352408,0.001225774,0.00003289665,0.00006845544,0.000009180704,0.01621775,2.21999e-7,0.00001451298,0.9816494,0.0001977537,0.0005020458],"study_design_scores_gemma":[0.001380068,0.0005030076,0.03127974,0.0001364108,0.0003420501,0.000004528725,0.01037673,0.0001690803,0.000423236,0.8252327,0.1295962,0.0005561872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02551252,0.00005545146,0.0001688708,0.003460072,0.005613407,0.0001705828,0.00005943691,0.00006435715,0.9648953],"genre_scores_gemma":[0.9937102,0.00001039422,0.001000824,0.00005391034,0.0038454,0.000008438192,0.00000690465,0.00001759679,0.001346363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9681976,"threshold_uncertainty_score":0.8695448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573716838426234,"score_gpt":0.3148761659728825,"score_spread":0.2591389975886202,"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."}}