{"id":"W3119237717","doi":"10.22329/jtl.v14i1.6298","title":"Digital Learning: Evolution to Revolution","year":2020,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002273722,0.0000804316,0.0001736423,0.0001098102,0.001139991,0.0001944258,0.0001151561,0.00006419948,0.0000229385],"category_scores_gemma":[0.008991696,0.00007449031,0.00007728914,0.0001689684,0.00003840907,0.0005622129,0.0000403378,0.00208387,0.00002125385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008272274,"about_ca_system_score_gemma":0.0001513258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005128133,"about_ca_topic_score_gemma":0.000004573119,"domain_scores_codex":[0.9982525,0.0007898419,0.0002631048,0.0001215214,0.0003606073,0.0002124471],"domain_scores_gemma":[0.9990971,0.0002130659,0.0002682592,0.00002692574,0.0001011514,0.0002935066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066709,0.00004004412,0.09395281,0.0000235028,0.00004059769,0.00002482298,0.04499938,0.01093109,0.001703994,0.002900058,0.001561646,0.8437154],"study_design_scores_gemma":[0.0002156683,0.0005232758,0.002866054,0.0000854458,0.00001998738,0.00001545862,0.03652793,0.0007865881,0.000003018092,0.00006179357,0.958779,0.0001157426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374343,0.0004055452,0.01802148,0.01873534,0.0001628528,0.00004224355,2.514049e-7,0.00008421023,0.0251138],"genre_scores_gemma":[0.9915248,0.00002944694,0.003998335,0.0001290086,0.001326405,2.393895e-7,7.955323e-7,0.00001056436,0.002980398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9572174,"threshold_uncertainty_score":0.999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782472446084216,"score_gpt":0.3028398154147652,"score_spread":0.285015090953923,"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."}}