{"id":"W3089152085","doi":"10.5539/ijel.v10n6p224","title":"Systemic Properties of Judgmental Discourse","year":2020,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RUDN University","keywords":"Rhetorical question; Praise; Meaning (existential); Flattery; Psychology; Linguistics; Openness to experience; Utterance; Domain of discourse; Expression (computer science); Discourse analysis; Epistemology; Sociology; Social psychology; Computer science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004296972,0.00007407395,0.0001934638,0.00005830827,0.00009614465,0.0000454587,0.0006964664,0.00003893891,0.00004171652],"category_scores_gemma":[0.1261712,0.00006133404,0.00009742962,0.000080171,0.000257673,0.00004035672,0.00008208877,0.0001534013,0.000002570511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008061608,"about_ca_system_score_gemma":0.0002439513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146238,"about_ca_topic_score_gemma":0.00003626714,"domain_scores_codex":[0.998578,0.00009619797,0.0005033542,0.00006777884,0.0006512267,0.0001035077],"domain_scores_gemma":[0.986118,0.0001560759,0.0004831564,0.00008029022,0.0130716,0.00009085438],"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":[0.0005156524,0.0005638961,0.03199608,0.0001780352,0.001419935,0.0001079448,0.652555,0.000428034,0.0005015208,0.2854226,0.02252149,0.003789701],"study_design_scores_gemma":[0.00157702,0.0002276906,0.0005155493,0.0008582021,0.0002273329,0.000003408093,0.2123969,0.000101297,0.003070328,0.0009584614,0.7797236,0.0003401867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4124368,0.01432959,0.0009502037,0.002251308,0.07020222,0.0004833702,0.0001254877,0.0001319448,0.4990892],"genre_scores_gemma":[0.9811465,0.0005439873,0.0004601352,0.0001368653,0.01762593,8.658497e-7,0.000001889873,0.000007909731,0.00007592169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7572021,"threshold_uncertainty_score":0.8811895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435825252748529,"score_gpt":0.3315092517377687,"score_spread":0.2871509992102834,"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."}}