{"id":"W2605010093","doi":"10.32473/sal.v45i1.107254","title":"Some inventory-related asymetries in the patterning of tongue root harmony systems","year":2016,"lang":"en","type":"article","venue":"Studies in African Linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Markedness; Vowel harmony; Dominance (genetics); Contrast (vision); Linguistics; Vowel; Phonology; Fossilization; Harmony (color); Biology; Computer science; Philosophy; Artificial intelligence; Physics; Optics","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":[0.001243132,0.0001515006,0.000398247,0.0003190433,0.00006423296,0.000009541686,0.0004471907,0.0001118927,0.00002743706],"category_scores_gemma":[0.004964708,0.00009167659,0.00004555476,0.0005141511,0.0007413174,0.00000990502,0.0001751018,0.0003243645,0.00003777613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008940299,"about_ca_system_score_gemma":0.00003710584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005734264,"about_ca_topic_score_gemma":0.0002518429,"domain_scores_codex":[0.9980502,0.0004547913,0.0005571974,0.0002645575,0.0002372137,0.0004360329],"domain_scores_gemma":[0.9976286,0.001529654,0.0001758714,0.0004138409,0.000217846,0.00003415583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000184057,0.0004917962,0.6968966,0.0001959636,0.0006838113,0.0004886033,0.1482949,0.00003676353,0.0003144784,0.1375609,0.01368201,0.001170117],"study_design_scores_gemma":[0.007924398,0.00194903,0.714494,0.001994769,0.000172392,0.00004554956,0.1192933,0.0001792437,0.0005049566,0.07931688,0.0727784,0.001346998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521003,0.02208531,0.00001609628,0.0006019173,0.005785498,0.0004242514,0.00007008758,0.00002732538,0.01888925],"genre_scores_gemma":[0.9983574,0.0003892027,0.00001087132,0.00003710906,0.0003862961,0.00006800163,0.000001587891,0.00001707117,0.0007325053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05909639,"threshold_uncertainty_score":0.5943578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024604827178173,"score_gpt":0.3959882999015645,"score_spread":0.2935278171837472,"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."}}