{"id":"W7134274980","doi":"10.21606/drslxd.2025.069","title":"Multilingual Design","year":2025,"lang":"","type":"article","venue":"","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Conversation; Context (archaeology); Curriculum; Focus (optics); Intersectionality; Conversation analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002925677,0.0006692631,0.0003033665,0.0008409771,0.00813379,0.005937387,0.0009761141,0.001294054,0.04825838],"category_scores_gemma":[0.005101367,0.0002671716,0.0004434532,0.0009588832,0.00435533,0.002291039,0.005379973,0.001330498,0.005778225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008170255,"about_ca_system_score_gemma":0.00615637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03453276,"about_ca_topic_score_gemma":0.07816257,"domain_scores_codex":[0.9940347,0.002966899,0.000174961,0.000546001,0.001420171,0.0008573106],"domain_scores_gemma":[0.9974697,0.0008973113,0.0001082421,0.0004140611,0.0006746716,0.0004360363],"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":[0.0002098346,0.0002171711,0.002959462,0.0005740884,0.00002648724,0.001441231,0.3008887,0.0006746302,0.005446381,0.3750213,0.1097089,0.2028317],"study_design_scores_gemma":[0.000009417223,0.00002860156,0.0003561829,0.00009914507,0.000005273875,0.0003203924,0.03087967,0.000222894,0.0007083518,0.004639588,0.9627157,0.0000146412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04686553,0.001327509,0.04439702,0.007530703,0.0007714889,0.0004107638,0.0004157279,0.0005426632,0.8977386],"genre_scores_gemma":[0.6283168,0.0008396543,0.02292451,0.003291304,0.0001233649,0.0004380317,0.0003647102,0.0006109052,0.3430908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04825838,"threshold_uncertainty_score":0.1614404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06088876943193833,"score_gpt":0.2858350933484551,"score_spread":0.2249463239165168,"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."}}