{"id":"W141018521","doi":"10.22201/enallt.01852647p.2013.58.438","title":"El uso del español en el paisaje lingüístico de una pequeña ciudad canadiense","year":2013,"lang":"es","type":"article","venue":"Estudios de Lingüística Aplicada","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sociolinguistics; Vitality; Ethnography; Multiculturalism; Geography; Population; Ethnology; Humanities; Sociology; Linguistics; Demography; Art; Archaeology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008665917,0.001178721,0.001293448,0.0003218418,0.001862881,0.001499489,0.0009877129,0.0004809813,0.001829687],"category_scores_gemma":[0.00439978,0.001136425,0.0004696983,0.0002096635,0.0008941738,0.0001731578,0.0006005353,0.001359462,0.0008702889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000667603,"about_ca_system_score_gemma":0.0006866575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03647006,"about_ca_topic_score_gemma":0.004820457,"domain_scores_codex":[0.9941065,0.0003139486,0.001106396,0.001259268,0.0007096659,0.00250428],"domain_scores_gemma":[0.9943126,0.002148443,0.0004585383,0.001079262,0.001027475,0.000973644],"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":[0.0001001559,0.0008480194,0.01366263,0.0008649311,0.001787471,0.001196775,0.06963155,0.0002063783,0.0009073453,0.8629715,0.0423013,0.005521961],"study_design_scores_gemma":[0.003060871,0.001342752,0.03534468,0.00176018,0.002741493,0.0002250034,0.03857738,0.01862258,0.0005705942,0.01304116,0.8800774,0.004635881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337459,0.008402688,0.001596707,0.00411031,0.001898518,0.001702916,0.0004703758,0.0005838472,0.04748878],"genre_scores_gemma":[0.9815524,0.000885807,0.00188946,0.002979511,0.008392634,0.0003574209,0.00004331627,0.0002695541,0.003629949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8499303,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147247588549749,"score_gpt":0.2627383982745445,"score_spread":0.251265922389047,"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."}}