{"id":"W4417106953","doi":"10.24434/j.scoms.2025.03.7050","title":"Editorial","year":2025,"lang":"","type":"article","venue":"Studies in Communication Sciences","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situated; Focus (optics); Section (typography); Feature (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004288039,0.001626685,0.001453151,0.002073319,0.002954908,0.00711701,0.002284394,0.006922082,0.06423961],"category_scores_gemma":[0.0330865,0.0005316657,0.001541936,0.0009404666,0.001845914,0.003598455,0.00158026,0.0103975,0.03414533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627141,"about_ca_system_score_gemma":0.004862311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196639,"about_ca_topic_score_gemma":0.003859748,"domain_scores_codex":[0.9957937,0.0005403809,0.0003818738,0.0006776014,0.002161932,0.0004445232],"domain_scores_gemma":[0.9755977,0.004440874,0.001229514,0.00100394,0.01410063,0.003627276],"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":[0.0000114387,0.000003316811,0.00002375347,0.00005975018,0.000003056906,0.00004322841,0.000009500062,0.000006789705,0.00002470138,0.0002145453,0.9960878,0.003512137],"study_design_scores_gemma":[0.00001366655,0.00001183282,0.0001737536,0.0002458492,0.000007327692,0.0001562301,0.00004681217,0.00003678224,0.00008058805,0.0005394979,0.9986798,0.000007972871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006362266,0.002430187,0.0001058264,0.04610293,0.9471509,0.00001976578,0.0001314345,0.00007403671,0.003921277],"genre_scores_gemma":[0.001379588,0.003428257,0.0001493554,0.0505909,0.911741,0.00003400762,0.0001812954,0.000101372,0.03239426],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9357604,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3164601753372148,"score_gpt":0.6413291759580825,"score_spread":0.3248690006208677,"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."}}