{"id":"W4375853725","doi":"10.51357/jei.v4i1.232","title":"Editorial","year":2023,"lang":"en","type":"editorial","venue":"Journal of Educational Informatics","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Library science; Engineering ethics; Media studies; Political science; Sociology; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003828288,0.003080972,0.001940312,0.002984605,0.003066026,0.0061494,0.002370295,0.00833244,0.04402563],"category_scores_gemma":[0.02044522,0.0007076096,0.00163308,0.001029278,0.001362015,0.003117737,0.001091414,0.009097439,0.04014992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238659,"about_ca_system_score_gemma":0.002800151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040212,"about_ca_topic_score_gemma":0.002532526,"domain_scores_codex":[0.9961267,0.000476318,0.0004234165,0.0005385943,0.002130111,0.0003048661],"domain_scores_gemma":[0.9819803,0.003176185,0.0008123928,0.0005931017,0.01060737,0.002830622],"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":[0.00001515009,0.000005926825,0.00001490633,0.00007342755,0.00000330753,0.0000762563,0.000005931389,0.000008479882,0.00002861676,0.000153048,0.9960097,0.003605268],"study_design_scores_gemma":[0.0000287927,0.00001722013,0.0001268268,0.0002756025,0.00001237293,0.0002659594,0.00002967392,0.00005359045,0.00009265811,0.0005486867,0.9985394,0.000009249922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003316917,0.001469983,0.00006650663,0.01481673,0.9795889,0.00002601277,0.00005699207,0.00006406979,0.003877515],"genre_scores_gemma":[0.0006736026,0.002986684,0.0001060268,0.01645089,0.9495467,0.00003361188,0.00008618257,0.00006437452,0.03005183],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04402563,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214796695580136,"score_gpt":0.3798926180359117,"score_spread":0.3577446510801104,"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."}}