{"id":"W4249894771","doi":"10.1017/s0025100311000314","title":"Kumzari","year":2011,"lang":"en","type":"article","venue":"Journal of the International Phonetic Association","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Sultan Qaboos University","keywords":"Peninsula; Geography; Endangered species; History; Archaeology; Demography; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003410666,0.0000593371,0.000102716,0.00005304512,0.00009313677,0.00008341735,0.0003894257,0.00002662066,0.002774575],"category_scores_gemma":[0.0008488256,0.00003418422,0.0001903393,0.00002610693,0.00002744892,0.0001130692,0.00004243586,0.0001451838,0.00006912077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704217,"about_ca_system_score_gemma":0.00002594493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002377906,"about_ca_topic_score_gemma":0.0003950287,"domain_scores_codex":[0.9990388,0.00003691184,0.0003276773,0.00004793127,0.0004716002,0.00007706852],"domain_scores_gemma":[0.9982536,0.00004699227,0.0008325449,0.00006463262,0.0007787949,0.00002344971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002253596,0.001341113,0.1091307,0.00002599621,0.005829633,0.00006047797,0.3381007,0.0002433239,0.003198525,0.2526785,0.2836789,0.00548678],"study_design_scores_gemma":[0.003861573,0.0003426014,0.2284187,0.0003313033,0.001893641,0.00009869492,0.02215123,0.00213754,0.01220722,0.1824236,0.5451608,0.0009730139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616292,0.0002377894,0.0006841245,0.009752611,0.0277676,0.0001644012,0.00005436152,0.00004169593,0.2996682],"genre_scores_gemma":[0.9635224,0.000008232133,0.000308452,0.0004338847,0.00176417,5.482961e-7,0.000001530241,0.000005489147,0.03395529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159495,"threshold_uncertainty_score":0.998137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694649872835305,"score_gpt":0.2005248401068481,"score_spread":0.1735783413784951,"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."}}