{"id":"W4416731646","doi":"10.18357/jcs202522559","title":"Editorial","year":2025,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Documentation; Institutionalisation; Generative grammar; Ideology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004481842,0.00004451851,0.0001470556,0.00006885546,0.0003460964,0.00002463002,0.0001501574,0.00003748878,0.000007063092],"category_scores_gemma":[0.000919743,0.00002728782,0.00009362808,0.0001894339,0.0001419555,0.0001073569,0.00002742251,0.0001104833,0.000004127078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026058,"about_ca_system_score_gemma":0.0004714442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009661104,"about_ca_topic_score_gemma":0.00007314325,"domain_scores_codex":[0.999289,0.0000324414,0.0002062741,0.00003547398,0.0003144157,0.000122388],"domain_scores_gemma":[0.9991997,0.00008016822,0.0001320266,0.00003671168,0.0005090898,0.00004227721],"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":[0.000005351676,0.00005760268,0.0003861913,0.000002952724,0.0001495782,2.905549e-7,0.01192646,0.000005211251,0.000002141292,0.03007808,0.9554554,0.001930786],"study_design_scores_gemma":[0.0001751723,0.00003000778,0.007290768,0.0000557284,0.00002343746,7.283754e-7,0.02834977,2.079746e-8,0.000007369826,0.03260537,0.9314311,0.00003053894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1190948,0.02647948,0.00001174024,0.1157927,0.5704088,0.0001584841,0.000003339195,0.00002384017,0.1680268],"genre_scores_gemma":[0.7545317,0.007834609,0.0001722603,0.001482623,0.2299941,0.00000169643,1.699683e-7,0.000003689904,0.005979087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6354369,"threshold_uncertainty_score":0.2661929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249237809024645,"score_gpt":0.3842927044396663,"score_spread":0.3718003263494198,"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."}}