{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"b1175f970703","filters":{"venue":"INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH"}},"results":[{"id":"W7114987665","doi":"10.56975/ijedr.v13i4.302939","title":"Emotion Aware AI for Learning and Organizations: An Affective Computing Framework for Adaptive Human AI Interaction","year":2025,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wycliffe College","funders":"","keywords":"Reinforcement learning; Adaptive learning; Emotional intelligence; Experiential learning; Cognitive architecture; Human intelligence; Affective computing; Sociocultural evolution; Artificial general intelligence; Markov decision process","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04981107948703924,"gpt":0.4467284383709445,"spread":0.3969173588839053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000775357,0.0006144757,0.0002942656,0.0005500168,0.000797339,0.003234003,0.001155743,0.0009668345,0.002928337],"category_scores_gemma":[0.00102666,0.0002660207,0.0007473059,0.0004023128,0.002736161,0.002567022,0.001521771,0.001789183,0.0004895637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329916,"about_ca_system_score_gemma":0.0006824625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151527,"about_ca_topic_score_gemma":0.001652375,"domain_scores_codex":[0.9995608,0.0001738951,0.00002480091,0.0001003936,0.00008216172,0.00005795814],"domain_scores_gemma":[0.999736,0.0001056103,0.00002686821,0.00003281164,0.00004909376,0.00004968137],"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":[0.00002809544,0.0000480497,0.0004272266,0.0001330194,0.00003334717,0.0001394235,0.001645843,0.02543176,0.005253857,0.927687,0.001890601,0.03728181],"study_design_scores_gemma":[0.00001652583,0.00005026976,0.0007750011,0.00009394611,0.00003816812,0.0001238682,0.0006101029,0.2302858,0.001241051,0.7357226,0.0310058,0.00003696849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01164525,0.002463923,0.9308943,0.005094059,0.0002467877,0.000143879,0.00008843274,0.0002795639,0.04914381],"genre_scores_gemma":[0.6761434,0.002100926,0.3086042,0.0008688805,0.0003175109,0.0004559058,0.00008355611,0.00007060786,0.01135511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003234003,"threshold_uncertainty_score":0.009796321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083427551","doi":"10.56975/ijedr.v13i3.301870","title":"Mathematical Methods in Medical Image Processing: A Comprehensive Theoretical Survey","year":2025,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Medical imaging; Focus (optics); Key (lock); Interpretation (philosophy); Image (mathematics); Foundation (evidence); Order (exchange)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08986476344148071,"gpt":0.4388556317133138,"spread":0.3489908682718331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003046986,0.001014458,0.001133634,0.003595561,0.0006865505,0.00293913,0.001298411,0.002046702,0.003248847],"category_scores_gemma":[0.004958969,0.0005711861,0.0009361681,0.004249776,0.003277376,0.003793753,0.001529592,0.003320723,0.002033788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077551,"about_ca_system_score_gemma":0.001551371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008275081,"about_ca_topic_score_gemma":0.0005683055,"domain_scores_codex":[0.9983245,0.000492712,0.0001784576,0.000178813,0.000774078,0.00005144228],"domain_scores_gemma":[0.9970326,0.002156417,0.0001130901,0.0002170059,0.0004313517,0.00004954854],"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":[0.000025268,0.00008985186,0.0005852632,0.003843068,0.00007897829,0.0001493973,0.0005262172,0.007981909,0.001395461,0.6281076,0.0312519,0.325965],"study_design_scores_gemma":[0.00001347396,0.0000943677,0.0008990758,0.001478346,0.00003453739,0.0007728228,0.000179505,0.01919384,0.0007086838,0.530224,0.4463403,0.00006111978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001711428,0.5526519,0.4112738,0.009687536,0.001622734,0.00007517096,0.0002102196,0.0002506389,0.0225165],"genre_scores_gemma":[0.03795211,0.7223895,0.2202428,0.002542051,0.007470105,0.0002527526,0.0003705679,0.0002363362,0.008543907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003595561,"threshold_uncertainty_score":0.01611423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}