{"id":"W7116654252","doi":"10.13140/rg.2.2.25854.24646","title":"International Comparative Review: SEND Policy (Special Educational Needs and Disabilities)","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Key (lock); Government (linguistics); Public policy","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":[],"consensus_categories":[],"category_scores_codex":[0.01127282,0.0008011098,0.002437758,0.0118688,0.0008478719,0.002909004,0.000772589,0.002265043,0.01743105],"category_scores_gemma":[0.03073757,0.0004641057,0.001472628,0.02226153,0.001357243,0.002584683,0.001609372,0.001474881,0.001342902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645772,"about_ca_system_score_gemma":0.01693529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229338,"about_ca_topic_score_gemma":0.03494588,"domain_scores_codex":[0.9937464,0.003081918,0.001103978,0.0003093971,0.001466822,0.0002915328],"domain_scores_gemma":[0.9794617,0.01350549,0.002407821,0.0003954741,0.003780993,0.0004484685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005073712,0.00013179,0.002161214,0.2899011,0.00139852,0.0001312511,0.0009341887,0.0003478544,0.0001991033,0.02831986,0.2586249,0.4173429],"study_design_scores_gemma":[0.0001984539,0.0001546608,0.0187933,0.3712457,0.0028108,0.0002740851,0.001694637,0.0000643034,0.0002056069,0.003009628,0.6015125,0.00003631847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004709251,0.988806,0.00008454801,0.004294595,0.0007488603,0.00007147576,0.0005675086,0.000005742272,0.004950399],"genre_scores_gemma":[0.01356983,0.9806934,0.0004351096,0.002576803,0.0003692925,0.0003333816,0.0005765113,0.000007641635,0.001437918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02229338,"threshold_uncertainty_score":0.05961704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05851381996373201,"score_gpt":0.3729529760509473,"score_spread":0.3144391560872153,"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."}}