{"id":"W3127710525","doi":"10.51357/jei.v2i1.135","title":"Editorial: Renewal and Reinvigoration","year":2021,"lang":"en","type":"editorial","venue":"Journal of Educational Informatics","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Economics","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":[0.007645447,0.002733052,0.002259291,0.003347559,0.004615238,0.01030526,0.002989885,0.01158003,0.02155971],"category_scores_gemma":[0.04207372,0.0008032393,0.002148668,0.001430953,0.003006389,0.004840432,0.002128711,0.01496992,0.01757865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998657,"about_ca_system_score_gemma":0.005855363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291878,"about_ca_topic_score_gemma":0.003917513,"domain_scores_codex":[0.9921333,0.001211861,0.0008144049,0.0008856137,0.004326398,0.0006284099],"domain_scores_gemma":[0.9714866,0.007606455,0.00144668,0.001077831,0.01362047,0.004761934],"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":[0.00001642072,0.000008987151,0.00002234084,0.00007524483,0.000005825535,0.00008413274,0.00001485948,0.00001238537,0.00003340976,0.0003266632,0.9955555,0.00384434],"study_design_scores_gemma":[0.00002378202,0.00001877377,0.0001510383,0.0002740092,0.00001579079,0.000224995,0.00006015087,0.00007515368,0.00009427687,0.0008563928,0.9981936,0.00001216082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003504467,0.001261431,0.00008184195,0.02482007,0.9720105,0.00001546927,0.00002246243,0.00004501275,0.001708179],"genre_scores_gemma":[0.0006771728,0.002488601,0.0001360494,0.02220964,0.9569648,0.00002420986,0.00003715844,0.0000737705,0.01738858],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02155971,"threshold_uncertainty_score":0.07212442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842816222245652,"score_gpt":0.2711640493581857,"score_spread":0.2527358871357292,"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."}}