{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004627905,0.0002176283,0.0004168978,0.0001875204,0.000137194,0.0009221317,0.001525243,0.000680913,0.00003202623],"category_scores_gemma":[0.008072032,0.0002308344,0.0002025218,0.0002936132,0.00007965438,0.00003623609,0.00005229746,0.001307726,0.00003151513],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156884,"about_ca_system_score_gemma":0.03232035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000307099,"about_ca_topic_score_gemma":0.0007357039,"domain_scores_codex":[0.9980044,0.00001663027,0.000553266,0.0002375653,0.0008274179,0.0003607609],"domain_scores_gemma":[0.9944003,0.0003702437,0.0005297763,0.0004542882,0.003185797,0.00105963],"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":[0.00000141753,0.00001019044,3.073255e-7,0.00001910142,0.00003863098,0.00004885043,0.0005555984,0.00001438606,2.592213e-7,0.0319665,0.9667395,0.0006052961],"study_design_scores_gemma":[0.0001936273,0.00002802875,2.835958e-7,0.00005456769,0.00002580756,0.000001657375,0.00008291464,0.00001094738,0.000006331332,0.003910614,0.9954669,0.0002182604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[3.972297e-7,0.0001865746,0.001221832,0.00005243469,0.914444,0.00003898947,0.00004263403,0.00001054121,0.08400261],"genre_scores_gemma":[0.0003027956,0.00003737477,0.007910004,0.0001380122,0.9908759,0.000001231716,0.00004732707,0.00002535984,0.0006619656],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08334064,"threshold_uncertainty_score":0.9731655,"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."}}