{"id":"W7024473589","doi":"","title":"Robert E. Vann: Materials for the sociolinguistic description and corpus-based study of Spanish in Barcelona, Lewiston (New York)/Queenston (Ontario)/Lampeter, Ceredigion (Wales): The Edwin Mellen Press, 2009, 263 pp., ISBN: 978- 0-7734-4871-1","year":2019,"lang":"en","type":"article","venue":"Scientia Insularum Revista de Ciencias Naturales en islas","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.004659062,0.0002981926,0.0005037376,0.0001489486,0.0007951914,0.0004654839,0.0009701753,0.0002622998,0.0001834086],"category_scores_gemma":[0.002869783,0.0002107248,0.0001347417,0.0004912506,0.0005333,0.0001730592,0.0001752872,0.0003656731,0.00001221782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055868,"about_ca_system_score_gemma":0.001382192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05150752,"about_ca_topic_score_gemma":0.05359947,"domain_scores_codex":[0.9961931,0.0007942257,0.0007400336,0.0006927139,0.0008914167,0.0006885474],"domain_scores_gemma":[0.9974266,0.0008665924,0.0005475591,0.0005649095,0.0004573916,0.0001368901],"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":[0.002337725,0.002947535,0.1077404,0.001002471,0.0005367968,0.00008432403,0.3984701,0.002124751,0.08332412,0.3279569,0.06630863,0.007166161],"study_design_scores_gemma":[0.00764497,0.001478392,0.1428192,0.000530613,0.0006605048,0.00002187697,0.01378816,0.002282133,0.003028072,0.005130651,0.8212219,0.001393555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854861,0.004961707,0.0005611549,0.00121577,0.002961744,0.003416822,0.00006585539,0.00005872623,0.001272086],"genre_scores_gemma":[0.9953654,0.0002134523,0.0004844224,0.0003216067,0.0003728185,0.00006689807,0.0000347801,0.00002548656,0.003115162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7549133,"threshold_uncertainty_score":0.9636699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234755643727738,"score_gpt":0.2719130573629887,"score_spread":0.2484374929902149,"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."}}