{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"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":"e945f7904960","filters":{"venue":"International Journal of Childhood and Women's Studies (IJCWS)"}},"results":[{"id":"W4413174220","doi":"10.21608/ijcws.2025.445915","title":"A Future Vision for the Features and Approaches of Early Childhood Programs in a Digitally Transforming World","year":2025,"lang":"en","type":"article","venue":"International Journal of Childhood and Women's Studies (IJCWS)","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Computer science; Artificial intelligence","authors":[{"name":"Nagwa El-sawy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0215132114015593,"gpt":0.2916216159758657,"spread":0.2701084045743063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01527635,0.0007070205,0.0004388317,0.002661061,0.006537884,0.01470427,0.001822202,0.007638749,0.006700248],"category_scores_gemma":[0.007713648,0.00039077,0.0009178078,0.001425055,0.01409857,0.01438511,0.008892835,0.01013204,0.0009574576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0124926,"about_ca_system_score_gemma":0.04863318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009780513,"about_ca_topic_score_gemma":0.01447696,"domain_scores_codex":[0.9919486,0.004102108,0.0003356496,0.0006169709,0.001259442,0.001737276],"domain_scores_gemma":[0.98802,0.002303006,0.0005795595,0.0008404938,0.002461225,0.005795637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002640689,0.0001959392,0.001112461,0.0003613481,0.000007201131,0.00009878133,0.006931416,0.0003418672,0.0003468856,0.8931874,0.02274654,0.0746437],"study_design_scores_gemma":[0.00002191911,0.0001876629,0.002737373,0.001612456,0.00002384842,0.0003764983,0.03062117,0.0004682493,0.0003895329,0.1886714,0.774838,0.00005190458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01551851,0.04844077,0.03903325,0.572228,0.004916653,0.0004875742,0.0001836967,0.0004101834,0.3187813],"genre_scores_gemma":[0.6401302,0.05855261,0.1576158,0.05654386,0.001695393,0.001677085,0.0003883002,0.000238964,0.08315779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01527635,"threshold_uncertainty_score":0.09064054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}