{"id":"W4389459778","doi":"10.29173/irie499","title":"Multilingualism in cyberspace: a practical reality?","year":2022,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyberspace; Multilingualism; Linguistics; Computer science; Sociology; World Wide Web; The Internet; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01722693,0.000391829,0.000630144,0.001681749,0.004600943,0.01235989,0.00129363,0.004294104,0.003802411],"category_scores_gemma":[0.02383524,0.0002810522,0.0003754903,0.00168793,0.03378182,0.02416353,0.009514038,0.008481405,0.001022646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00321133,"about_ca_system_score_gemma":0.004813379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747162,"about_ca_topic_score_gemma":0.001901838,"domain_scores_codex":[0.9814075,0.01295424,0.0006990386,0.001122298,0.00288949,0.0009274227],"domain_scores_gemma":[0.9670795,0.02220044,0.002837097,0.002964515,0.003031918,0.001886605],"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":[0.0000150024,0.00001431243,0.0007125603,0.0003046249,0.00001570037,0.0002288181,0.006036792,0.0002176417,0.0001936569,0.9391556,0.01345804,0.03964721],"study_design_scores_gemma":[0.000007139056,0.00002456963,0.0005756951,0.0007632465,0.000009135835,0.0005750843,0.009855635,0.0004006157,0.0003324818,0.8151486,0.1722862,0.00002153679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02320759,0.07517017,0.05369316,0.7203701,0.00315223,0.00003739284,0.00008132751,0.0001525311,0.1241354],"genre_scores_gemma":[0.8382784,0.04432486,0.01656588,0.07728796,0.006496306,0.0001876624,0.00009238858,0.0002395738,0.01652699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01722693,"threshold_uncertainty_score":0.09110582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05456000649711222,"score_gpt":0.4164524293018831,"score_spread":0.3618924228047709,"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."}}