{"id":"W4255024457","doi":"10.37119/ojs2019.v25i2.461","title":"Editorial","year":2019,"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":"Political science; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002781378,0.0001454471,0.0001649498,0.0001295943,0.00002498913,0.0003727915,0.0009514744,0.0005574179,0.00001305912],"category_scores_gemma":[0.0006801275,0.0001571474,0.0000686394,0.0003268055,0.0000158433,0.0006027897,0.00009563829,0.0004981234,0.0005805939],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136905,"about_ca_system_score_gemma":0.006286512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338525,"about_ca_topic_score_gemma":0.00001081824,"domain_scores_codex":[0.9985265,0.00003890829,0.0002320635,0.0004039674,0.0006175763,0.0001810388],"domain_scores_gemma":[0.9985846,0.0003114081,0.0001322927,0.0006098418,0.0003018815,0.00006000529],"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":[7.218119e-7,0.0001588508,0.00001001443,0.00002168454,0.000002302671,3.45678e-8,0.0007984196,0.000001665188,6.144721e-7,0.001830356,0.9873593,0.009815967],"study_design_scores_gemma":[0.00009905507,0.00001465829,0.00002872816,0.00004825089,0.00000157339,1.018582e-7,0.00009030188,0.00002867448,0.000001807002,0.002150924,0.9973702,0.0001656847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001759341,0.0001315331,0.0002288158,0.0003432426,0.9812082,0.0001615988,0.000005051054,0.00006176869,0.01784217],"genre_scores_gemma":[0.00008355619,0.00006578596,0.0009324974,0.00009927646,0.9884846,0.00005345154,0.000178361,0.00001327344,0.01008922],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01001087,"threshold_uncertainty_score":0.9993469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005727300525448895,"score_gpt":0.2901997564676937,"score_spread":0.2844724559422448,"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."}}