{"id":"W4408419635","doi":"10.25134/erjee.v13i1.11421","title":"POSTHUMANIST APPLIED LINGUISTICS: A TRANSPARENT ASSIGNMENT FOR WRITING RESEARCH PROPOSAL ABSTRACTS","year":2025,"lang":"en","type":"article","venue":"English Review Journal of English Education","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Linguistics; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.07760639,0.001549275,0.0009847217,0.003392334,0.006171843,0.008273061,0.00458778,0.002709745,0.01502133],"category_scores_gemma":[0.1364491,0.001609029,0.001286176,0.001989082,0.004401147,0.004799741,0.01295831,0.004274365,0.007906319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003395373,"about_ca_system_score_gemma":0.01499765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000309739,"about_ca_topic_score_gemma":0.0009321718,"domain_scores_codex":[0.9465981,0.03208587,0.005841946,0.005472484,0.007424026,0.002577616],"domain_scores_gemma":[0.857953,0.05521302,0.02092957,0.02003117,0.01937246,0.02650074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00383864,0.01033888,0.012722,0.003910067,0.0001186669,0.003383255,0.168019,0.003547612,0.06233385,0.02857064,0.07255264,0.6306646],"study_design_scores_gemma":[0.002740409,0.01543174,0.03343526,0.001945111,0.0001967001,0.002922248,0.08505051,0.01435637,0.03106199,0.05569969,0.7562249,0.0009351805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4812381,0.0006365789,0.3887761,0.01392801,0.005599227,0.05572868,0.0009310835,0.005105272,0.04805685],"genre_scores_gemma":[0.4262536,0.0005151578,0.499097,0.001472173,0.0009723341,0.04724477,0.0006763289,0.0005327321,0.02323607],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07760639,"threshold_uncertainty_score":0.4104267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619473750356661,"score_gpt":0.3932108145438491,"score_spread":0.3270160770402825,"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."}}