{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ace71410a86d","filters":{"venue":"Journal of Special Education and Rehabilitation"}},"results":[{"id":"W2300102910","doi":"10.1515/jser-2015-0009","title":"Key Drivers of Optimal Special Education Needs Provision: An English Study","year":2015,"lang":"en","type":"article","venue":"Journal of Special Education and Rehabilitation","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Mainstream; Special educational needs; Inclusion (mineral); Openness to experience; Pedagogy; Work (physics); Thematic analysis; Empowerment; Psychological intervention; Psychology; Sociology; Medical education; Public relations; Special education; Political science; Qualitative research; Nursing; Medicine; Social psychology; Engineering; Social science","authors":[{"name":"Saneeya Qureshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02904469270380845,"gpt":0.3900796024916711,"spread":0.3610349097878627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001004713,0.0001481143,0.0002775295,0.0004936643,0.000077338,0.00005198667,0.0001895547,0.0001040187,0.0009716458],"category_scores_gemma":[0.0004849835,0.0001232894,0.00009028954,0.000447424,0.0001492131,0.0005697838,0.00001759135,0.0002355289,0.0000177781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480876,"about_ca_system_score_gemma":0.001141614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004071517,"about_ca_topic_score_gemma":0.000009401962,"domain_scores_codex":[0.9980125,0.0003742999,0.0007876616,0.0002148105,0.0004725789,0.0001381394],"domain_scores_gemma":[0.9967643,0.0002080842,0.0006755488,0.0001977397,0.001850898,0.0003034192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006512199,0.01518057,0.09451981,0.00002357875,0.00006560311,7.091946e-7,0.7161035,0.00002566301,0.00004003944,0.01321782,0.05575741,0.1044141],"study_design_scores_gemma":[0.001035789,0.003912333,0.3343035,0.0000377897,0.00005146426,0.00001713262,0.6203662,0.00000145841,0.000003185876,0.003877477,0.03627018,0.0001235801],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631603,0.0001207679,0.00002419994,0.001385451,0.01453782,0.0004612149,0.000003394656,0.000008449351,0.02029842],"genre_scores_gemma":[0.976767,0.00001005909,0.004142134,0.000148455,0.01773125,0.0000244216,0.00001660229,0.00001211657,0.001147971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2397837,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"}]}