{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003452455,0.0005312192,0.0004462179,0.001633154,0.002706238,0.01036706,0.0007949417,0.003254215,0.01379992],"category_scores_gemma":[0.007147891,0.0002168292,0.0004518629,0.001499997,0.0145095,0.01530145,0.006094927,0.004549853,0.003210112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006507651,"about_ca_system_score_gemma":0.003912301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818954,"about_ca_topic_score_gemma":0.002093666,"domain_scores_codex":[0.9975652,0.0009867487,0.000110493,0.0004602396,0.0004918658,0.000385587],"domain_scores_gemma":[0.9964456,0.001187718,0.0001826466,0.0007724274,0.0006601273,0.0007514366],"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":[0.00002757211,0.0000368464,0.0004752867,0.0001090702,0.000006865342,0.00006687756,0.001480663,0.0002544519,0.0001708156,0.9140226,0.018106,0.06524294],"study_design_scores_gemma":[0.00001299143,0.00005236865,0.0008928672,0.0004687886,0.000005386213,0.0001988485,0.002312024,0.000484241,0.0002291303,0.4032749,0.5920478,0.00002067612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02836129,0.04607608,0.02355473,0.1982467,0.003489154,0.0001302886,0.0003359125,0.0006303342,0.6991755],"genre_scores_gemma":[0.7440066,0.04184416,0.02386716,0.0310749,0.003000208,0.0002907558,0.0003251469,0.0004355563,0.1551554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01379992,"threshold_uncertainty_score":0.04721653,"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."}}