{"id":"W3124709748","doi":"10.1075/lplp.37.3.01zha","title":"How can language be linked to economics?","year":2013,"lang":"en","type":"article","venue":"Language Problems & Language Planning","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Independent Innovation Foundation of Shandong University; University of Ottawa","keywords":"Categorization; Pragmatics; Field (mathematics); Globalization; Sociology; Linguistics; Positive economics; Computer science; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004814427,0.000681237,0.001019135,0.00379491,0.003528661,0.01352237,0.001639622,0.003739982,0.01149284],"category_scores_gemma":[0.01748485,0.0004314523,0.0009283738,0.003754079,0.0272937,0.02801462,0.004465579,0.004894011,0.001688594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006581302,"about_ca_system_score_gemma":0.004022071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007686338,"about_ca_topic_score_gemma":0.003877715,"domain_scores_codex":[0.9957015,0.002752555,0.0001101206,0.0003742695,0.0005217117,0.0005398358],"domain_scores_gemma":[0.9863815,0.01053063,0.0009679125,0.0005327818,0.0009732519,0.0006139391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007094039,0.000007431299,0.0002187146,0.00004622878,0.000006582887,0.00004287942,0.0004833359,0.00021258,0.00001327131,0.9928985,0.001853242,0.004210178],"study_design_scores_gemma":[0.000003135866,0.000004409057,0.0002208235,0.0001152327,0.000003624993,0.0000309167,0.0007527497,0.0003042892,0.00002703472,0.9754856,0.02304433,0.00000779847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02412646,0.05513593,0.05350846,0.3594356,0.002808142,0.00005798232,0.0002174243,0.0001386742,0.5045713],"genre_scores_gemma":[0.9081762,0.03259893,0.01086927,0.01845412,0.003290391,0.0001500594,0.0001245382,0.0001665537,0.02616985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01352237,"threshold_uncertainty_score":0.04775095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298323400708523,"score_gpt":0.2292297344678649,"score_spread":0.2062465004607797,"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."}}