{"id":"W4242424395","doi":"10.37213/cjal.2021.31492","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"Canadian Journal of Applied Linguistics","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007560621,0.00443426,0.00471059,0.006273049,0.005750966,0.01257903,0.003830749,0.01763367,0.08711791],"category_scores_gemma":[0.03116682,0.001292535,0.00288335,0.002591567,0.002355869,0.003600062,0.002615507,0.01265466,0.08063852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004890873,"about_ca_system_score_gemma":0.00635514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004780732,"about_ca_topic_score_gemma":0.01493884,"domain_scores_codex":[0.9922075,0.001038323,0.0005762726,0.0007587147,0.004569121,0.0008500694],"domain_scores_gemma":[0.9722909,0.005392125,0.001749121,0.0009616678,0.01399584,0.005610249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001624482,0.000005420465,0.00000921996,0.00004715591,0.000005036121,0.00004192661,0.000002792794,0.000007705989,0.00001300974,0.00008050743,0.997892,0.001879029],"study_design_scores_gemma":[0.00008709006,0.00002018487,0.0001686618,0.0002753274,0.00002642365,0.00009267126,0.00002918952,0.00007841526,0.00004800867,0.0007854118,0.9983755,0.00001311253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002939191,0.001469514,0.00006043472,0.01735002,0.9744992,0.00005579813,0.0001493885,0.00009217717,0.006294089],"genre_scores_gemma":[0.0005807687,0.002158094,0.0001531157,0.02548873,0.9067276,0.0001008084,0.0002162443,0.0001175011,0.06445713],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9128821,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00665128686214886,"score_gpt":0.2354454979903697,"score_spread":0.2287942111282208,"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."}}