{"id":"W4247807050","doi":"10.37119/ojs2021.v26i2.504","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"in education","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science","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":[0.004911175,0.003731325,0.003865462,0.004874874,0.003755084,0.009908962,0.002692402,0.01131802,0.07453788],"category_scores_gemma":[0.02185484,0.001042125,0.002247683,0.001587942,0.001570551,0.00373098,0.00187451,0.01051389,0.05480319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024477,"about_ca_system_score_gemma":0.003657001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001649737,"about_ca_topic_score_gemma":0.004657484,"domain_scores_codex":[0.9946598,0.0008383862,0.0004383779,0.0005940481,0.002999893,0.0004694726],"domain_scores_gemma":[0.976848,0.005559047,0.001676481,0.0007100544,0.0108462,0.004360137],"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":[0.00001703049,0.000008202739,0.000009930105,0.00005804186,0.000004090348,0.00004812781,0.000004723815,0.00000650818,0.00001986939,0.00008563229,0.9974303,0.002307452],"study_design_scores_gemma":[0.00006337613,0.00002701025,0.0001938247,0.0002610592,0.00002261572,0.0001231693,0.00003610226,0.00006714172,0.00005441862,0.000558082,0.9985807,0.00001255701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003671628,0.001971037,0.00007347744,0.02174507,0.9701689,0.00003632423,0.0001153091,0.00006989863,0.005783333],"genre_scores_gemma":[0.0005174865,0.002301632,0.0001212743,0.0189358,0.933082,0.00004584761,0.0001449766,0.0001104917,0.04474035],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9254621,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006332266904497905,"score_gpt":0.2950568187572585,"score_spread":0.2887245518527606,"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."}}