{"id":"W4367159010","doi":"10.7202/1080904ar","title":"Sarah Grey Thomason and Terrence Kaufman, Language Contact, Creolization and Genetic Linguistics, Berkeley and Los Angeles, University of California Press, 1988. xi, 411 pp.","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Creolization; Anthropology; Art; Humanities; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006067061,0.0000687787,0.0001068213,0.00001161241,0.0001514602,0.0000405922,0.00005283901,0.00009344222,0.00006254285],"category_scores_gemma":[0.0005211598,0.00006751956,0.00001292561,0.00007520561,0.0001559423,0.00003378363,0.00003316105,0.00007347445,0.000001262847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525117,"about_ca_system_score_gemma":0.00009929817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387419,"about_ca_topic_score_gemma":0.009240064,"domain_scores_codex":[0.9994798,0.00008698553,0.00007337399,0.0001585605,0.00009470669,0.000106517],"domain_scores_gemma":[0.9995357,0.00003155412,0.00006208706,0.00007515046,0.0001854363,0.0001100924],"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":[0.00007475027,0.000286774,0.2782244,0.0008560518,0.0001005168,0.0001073493,0.5821434,0.000009581433,0.007005251,0.02611908,0.05966405,0.04540879],"study_design_scores_gemma":[0.0004548254,0.00002467315,0.0994544,0.0001161388,0.00006683754,0.000007017083,0.02565038,0.0001730474,0.0008707056,0.0001672563,0.8728167,0.0001979993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476245,0.02971522,0.00005183186,0.0002646388,0.0002223698,0.0002436495,0.0003853239,0.00003525837,0.02145722],"genre_scores_gemma":[0.9894139,0.004751415,0.000861961,0.0001313411,0.0002873457,3.083767e-7,0.00005179517,0.000005281904,0.004496698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8131527,"threshold_uncertainty_score":0.6632494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581813702943575,"score_gpt":0.3351646057757056,"score_spread":0.3093464687462698,"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."}}