{"id":"W4360842369","doi":"10.5206/cie-eci.v51i2.16356","title":"Editorial","year":2023,"lang":"en","type":"editorial","venue":"Comparative and International Education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley; University of Toronto; Simon Fraser University; University of Alberta","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":[],"consensus_categories":[],"category_scores_codex":[0.005706987,0.00357827,0.003444689,0.005885525,0.004078887,0.01061306,0.003300219,0.01326738,0.09533995],"category_scores_gemma":[0.02698353,0.001091973,0.002586371,0.002250518,0.001884971,0.003475878,0.002547713,0.01120912,0.05405072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859422,"about_ca_system_score_gemma":0.005073288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947181,"about_ca_topic_score_gemma":0.008810692,"domain_scores_codex":[0.9946161,0.001123101,0.000428269,0.0005372127,0.002782363,0.0005129851],"domain_scores_gemma":[0.9796964,0.004545848,0.001429218,0.0008825507,0.00916924,0.00427681],"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":[0.00001078265,0.000004402206,0.000007149038,0.00006106594,0.000004201445,0.00002910682,0.000003299771,0.000005536025,0.000008229191,0.00008052299,0.9972144,0.002571376],"study_design_scores_gemma":[0.00005006911,0.0000113234,0.0001146801,0.0004069816,0.00002275292,0.00008821879,0.00002403992,0.00003600816,0.00002861691,0.0006201362,0.9985886,0.000008590553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002958702,0.004161332,0.00005677732,0.02628785,0.9590358,0.00004830868,0.00009723208,0.00006177407,0.01022147],"genre_scores_gemma":[0.0005345481,0.004313041,0.0001279898,0.03040278,0.9100887,0.00007715104,0.0001405469,0.00009418208,0.05422107],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09533995,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07086750148173385,"score_gpt":0.4371416749610097,"score_spread":0.3662741734792758,"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."}}