{"id":"W3097849028","doi":"10.37892/2713-2951-2020-1-1-29-33","title":"UNREALIZED POTENTIAL OF SOCIOLINGUISTICS OF THE 20TH CENTURY","year":2020,"lang":"en","type":"article","venue":"Sociolingvistika","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociolinguistics; Vitality; Linguistics; China; Sociology; History; Social science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008517921,0.0007031357,0.0008089199,0.003750874,0.004827742,0.008037072,0.001217882,0.002159361,0.004984497],"category_scores_gemma":[0.007436671,0.0003404767,0.0004550412,0.001775288,0.05040199,0.01187873,0.003986227,0.004016223,0.0007335435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009815538,"about_ca_system_score_gemma":0.006580267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298411,"about_ca_topic_score_gemma":0.01390792,"domain_scores_codex":[0.9954214,0.00231635,0.0001681983,0.0007208548,0.0009557246,0.0004176147],"domain_scores_gemma":[0.9920346,0.004837327,0.0005100481,0.001050892,0.0009828627,0.000584287],"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":[0.00004573698,0.00002788616,0.0008306644,0.0001899783,0.00001830826,0.0001080381,0.01408197,0.0003697445,0.0002558684,0.9515287,0.003310422,0.02923288],"study_design_scores_gemma":[0.00001699808,0.00005015598,0.002943485,0.0004139557,0.00000846516,0.0002521203,0.007073163,0.0004398527,0.0001793943,0.7410496,0.2475274,0.00004538005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09076205,0.2460609,0.02154661,0.1368642,0.00395933,0.00007089313,0.0004638296,0.0002053861,0.5000669],"genre_scores_gemma":[0.9025576,0.04776881,0.01302872,0.007922718,0.003142135,0.0001421787,0.0001822037,0.00008157154,0.02517412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01298411,"threshold_uncertainty_score":0.07121706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148289319246315,"score_gpt":0.3179191160715574,"score_spread":0.2864362228790942,"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."}}