{"id":"W4313589823","doi":"10.1515/lingty-2022-0040","title":"Place typology and evolution of implosives in Indo-Aryan languages","year":2023,"lang":"en","type":"article","venue":"Linguistic Typology","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Typology; Linguistics; Linguistic typology; Place of articulation; Languages of Africa; Hindi; History; Philosophy; Consonant","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":[0.0002462143,0.0001204548,0.0002758684,0.0003674415,0.00008315455,0.00001438014,0.0001080521,0.0001047609,0.0002115874],"category_scores_gemma":[0.003416015,0.0001210619,0.00002707827,0.00008795964,0.0003680434,0.00002022848,0.00007667307,0.0001336116,0.00007662443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004149518,"about_ca_system_score_gemma":0.00005379034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004613696,"about_ca_topic_score_gemma":0.00946188,"domain_scores_codex":[0.9989932,0.00009917656,0.0003303996,0.000227724,0.00008178097,0.0002676729],"domain_scores_gemma":[0.9989824,0.0005575995,0.0001399426,0.0001632753,0.0001229868,0.00003377174],"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":[0.00003351157,0.00002817509,0.01939241,0.00005580568,0.00002326444,0.00003181288,0.03124386,0.000009718467,0.0001383542,0.9487938,0.0001039785,0.0001453023],"study_design_scores_gemma":[0.001509471,0.0004135341,0.1772106,0.0001062483,0.0001131872,0.00003230623,0.06291245,0.001532577,0.0002155918,0.7516012,0.003905189,0.0004476108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596884,0.0003039738,0.00005689902,0.002524445,0.002317963,0.0001996568,0.00005376184,0.0001478223,0.03470708],"genre_scores_gemma":[0.9980771,0.0000238839,0.0001440422,0.00005157181,0.000946612,0.00001094149,0.00003203107,0.00001857172,0.0006952364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971926,"threshold_uncertainty_score":0.6974559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193750541105204,"score_gpt":0.2675152195347503,"score_spread":0.2481401654242299,"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."}}