{"id":"W2331857205","doi":"10.1515/jhsl-2015-0020","title":"James N. Adams: Social Variation and the Latin Language","year":2015,"lang":"en","type":"article","venue":"Journal of Historical Sociolinguistics","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Arts and Humanities Research Council","keywords":"Variation (astronomy); Latin Americans; Linguistics; Sociology; Psychology; Philosophy; Astrophysics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001366891,0.0002759455,0.0002771013,0.001111122,0.00178828,0.002915976,0.0008173048,0.002162966,0.007554052],"category_scores_gemma":[0.004250738,0.0001868586,0.0001663519,0.001339141,0.00553422,0.005888958,0.001604161,0.001469223,0.0007476085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154193,"about_ca_system_score_gemma":0.0008495617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01807957,"about_ca_topic_score_gemma":0.03430716,"domain_scores_codex":[0.9993303,0.0004202781,0.00003042488,0.00007866808,0.00009684047,0.00004352878],"domain_scores_gemma":[0.9987955,0.0007740072,0.00007682989,0.00006759566,0.0001908766,0.00009525847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000740568,0.00002828978,0.002977638,0.0002210392,0.00002209942,0.0004936674,0.01694906,0.0003299564,0.0007260297,0.7844249,0.1374345,0.05631873],"study_design_scores_gemma":[0.00001311356,0.00001562673,0.004296392,0.0005290028,0.00001755302,0.0003223378,0.01048274,0.0004057657,0.0006573107,0.2619393,0.7212799,0.00004106226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0432182,0.2232486,0.01211946,0.4907422,0.007248785,0.00004001235,0.0003926115,0.0001307118,0.2228594],"genre_scores_gemma":[0.7385367,0.08659638,0.01107791,0.02820754,0.005953175,0.0000704986,0.0001507812,0.0001936508,0.1292134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01807957,"threshold_uncertainty_score":0.03594869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783262327903582,"score_gpt":0.2477364695181761,"score_spread":0.2099038462391403,"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."}}