{"id":"W1651687470","doi":"10.5539/res.v7n11p292","title":"Evaluative Language in English Job Advertisements in Diachronic Perspective","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Humanitarian Foundation","keywords":"Newspaper; Perspective (graphical); Linguistics; Period (music); Subject (documents); Corpus linguistics; Variation (astronomy); Psychology; Sociology; Computer science; Media studies; Artificial intelligence; Art; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003356049,0.0002310396,0.0003125336,0.007724843,0.001932588,0.005074235,0.0002869616,0.000450439,0.001733173],"category_scores_gemma":[0.005258627,0.000210761,0.0001105148,0.008418051,0.005881704,0.002826973,0.00116593,0.0005860461,0.0002828737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808559,"about_ca_system_score_gemma":0.001420194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009865448,"about_ca_topic_score_gemma":0.015147,"domain_scores_codex":[0.9975356,0.001447832,0.0002212796,0.0002585932,0.0003954173,0.0001412317],"domain_scores_gemma":[0.9918234,0.005845086,0.001081747,0.0002306295,0.0008631712,0.0001560908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002237592,0.00005783603,0.02742915,0.002263212,0.00003841718,0.001149012,0.7799832,0.0001158657,0.007530454,0.06972639,0.00195877,0.1095239],"study_design_scores_gemma":[0.00001665186,0.0001087302,0.3461537,0.002470832,0.00009569244,0.002200135,0.3753949,0.0003370334,0.003324647,0.008136318,0.2616791,0.00008238928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8174043,0.07019492,0.003154197,0.002273793,0.0002074598,0.0000273136,0.0002503454,0.00002512875,0.1064625],"genre_scores_gemma":[0.9874724,0.008687734,0.0004850009,0.0001592601,0.0001174836,0.00001555756,0.0001017777,0.00002511652,0.002935584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009865448,"threshold_uncertainty_score":0.02037758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07706782517306995,"score_gpt":0.3807163715584727,"score_spread":0.3036485463854027,"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."}}