{"id":"W2789724512","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":2010,"lang":"en","type":"article","venue":"Revista de Filología de la Universidad de La Laguna","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Media studies; Sociology","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":[0.003330359,0.0002339227,0.0004110385,0.00008721698,0.0005278355,0.000237359,0.0005579613,0.0004466289,0.0002519306],"category_scores_gemma":[0.002361578,0.0001873529,0.00009955503,0.0001583888,0.0006313365,0.00006896874,0.00008617625,0.0004915386,0.000002509602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491422,"about_ca_system_score_gemma":0.001247011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1216357,"about_ca_topic_score_gemma":0.06188785,"domain_scores_codex":[0.9969152,0.001519947,0.0004120318,0.0003775409,0.0002866192,0.0004886864],"domain_scores_gemma":[0.9964793,0.002432454,0.0003714929,0.0003784833,0.0001910756,0.0001471393],"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":[0.002736,0.001797717,0.1001205,0.0003613344,0.0004263231,0.0003046414,0.1475082,0.0006492168,0.03618616,0.6430524,0.06290183,0.003955585],"study_design_scores_gemma":[0.005332511,0.0005903905,0.08074265,0.0001494162,0.000605629,0.00003788197,0.007339698,0.0004797891,0.0007570133,0.009992451,0.8933717,0.0006008492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833378,0.001036404,0.002103168,0.001068922,0.0006649368,0.001829685,0.00008145216,0.00008667135,0.009791007],"genre_scores_gemma":[0.9957936,0.0002784829,0.001186901,0.0002723502,0.0003473079,0.00003178982,0.00002401019,0.00002670773,0.002038783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304699,"threshold_uncertainty_score":0.9552302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797532715612511,"score_gpt":0.2809735035474358,"score_spread":0.2629981763913107,"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."}}