{"id":"W292270779","doi":"","title":"Metis Language & Culture :: Voices","year":2006,"lang":"en","type":"article","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metis; Linguistics; History; Communication; Sociology; Anthropology; Computer science; Philosophy; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004544124,0.00007811282,0.00008674246,0.00003698174,0.0001974575,0.0002168773,0.0001184503,0.00002512588,0.007398657],"category_scores_gemma":[0.000224098,0.00005948902,0.00006134742,0.0000147388,0.00008009876,0.0001197545,0.00004057062,0.00005457945,0.0006610433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001226157,"about_ca_system_score_gemma":0.000005104964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01997913,"about_ca_topic_score_gemma":0.02789372,"domain_scores_codex":[0.9995344,0.00001124484,0.00008670713,0.0001155135,0.0001207236,0.0001314605],"domain_scores_gemma":[0.9994958,0.00001029534,0.00003100234,0.0001070845,0.0003306148,0.00002521075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003289038,0.00007384102,0.003146503,0.00002484704,0.00002321203,0.00002988617,0.0665547,7.028183e-7,0.00001952257,0.1896547,0.7402708,0.0001979458],"study_design_scores_gemma":[0.0002615597,0.0000251037,0.000820316,0.000007784093,0.00005784538,2.490257e-7,0.07954594,0.00001390495,0.0005889719,0.003532137,0.9149061,0.0002400342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.249544,0.0007722923,0.00002742275,0.0000276915,0.005414471,0.00006882122,0.00007093639,0.0001987381,0.7438757],"genre_scores_gemma":[0.7598538,0.000006187359,0.0001288966,0.0002770583,0.01535224,8.890902e-7,0.00004292909,0.000005906568,0.224332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5195436,"threshold_uncertainty_score":0.9935087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009076905293065124,"score_gpt":0.2054359934130319,"score_spread":0.1963590881199667,"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."}}