{"id":"W3199885155","doi":"10.15864/ijelts.3411","title":"DISTANCE EDUCATION - The School of Tomorrow","year":2021,"lang":"en","type":"article","venue":"International Journal of English Learning & Teaching Skills","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage College","funders":"","keywords":"Distance education; Affect (linguistics); Mathematics education; Sociology; Pedagogy; Psychology; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001193194,0.0001038787,0.0001547216,0.0002259547,0.0001193155,0.0002086041,0.001721877,0.00004984968,0.00003748443],"category_scores_gemma":[0.025921,0.00008073991,0.0001107219,0.0003103659,0.00007615035,0.0007801751,0.0002341226,0.001038549,0.000006826387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895406,"about_ca_system_score_gemma":0.0008761316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008761096,"about_ca_topic_score_gemma":0.000001361007,"domain_scores_codex":[0.9982288,0.000254667,0.0005179748,0.0001601225,0.0007122415,0.0001261717],"domain_scores_gemma":[0.9931148,0.000569617,0.0008059552,0.0002638719,0.00520924,0.00003647462],"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":[0.0000212179,0.001150127,0.07277869,0.00002017413,0.0003968481,0.00004446617,0.01452123,0.003939611,0.00444627,0.7397707,0.02682543,0.1360852],"study_design_scores_gemma":[0.0009861008,0.0002665346,0.09914464,0.001362428,0.00003899637,0.0004559711,0.009963202,0.0007720731,0.03608588,0.04590836,0.8044662,0.000549645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.582647,0.001562692,0.361179,0.01243159,0.01994422,0.0001300527,0.000003597706,0.0001671381,0.0219347],"genre_scores_gemma":[0.9636601,0.00003977678,0.0336689,0.0003244345,0.001000068,0.000002996245,0.000003855661,0.000008501752,0.001291363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7776408,"threshold_uncertainty_score":0.9822841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005791623807452313,"score_gpt":0.2835503176699525,"score_spread":0.2777586938625002,"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."}}