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Assunta; Glasgow Caledonian University; Manchester Metropolitan University; MEF Üniversitesi; Universidad El Bosque; University of the Philippines Visayas; University of Ghana; Ministerio de Ciencia, Tecnología, Conocimiento e Innovación; European Commission; Universitas Airlangga; Universitas Pelita Harapan; University of Pittsburgh; University of Winchester; Binus University; Leeds Trinity University; Kingston University; Teesside University; University of Portsmouth; Nottingham Trent University; Hungarian Scientific Research Fund; University of Derby; Agenția Națională pentru Cercetare și Dezvoltare; University of Northern Colorado; John Templeton Foundation","keywords":"Mathematics education; Statistics; Mathematics; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00326409,0.0007246071,0.0009097821,0.00523705,0.0009196247,0.00179659,0.001255234,0.000936766,0.01019378],"category_scores_gemma":[0.01734758,0.0004973538,0.0008212685,0.009816531,0.0003876246,0.0009835379,0.003250779,0.001038273,0.007150382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121928,"about_ca_system_score_gemma":0.002515584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02885795,"about_ca_topic_score_gemma":0.0412309,"domain_scores_codex":[0.9967344,0.0008676065,0.0006875565,0.0005891462,0.0007137043,0.0004074997],"domain_scores_gemma":[0.9850835,0.00385784,0.003774739,0.002306222,0.003320051,0.001657624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00073771,0.0005120378,0.6299696,0.001899813,0.0004131171,0.0002654118,0.003858127,0.0005822996,0.0007352468,0.001285095,0.323397,0.0363446],"study_design_scores_gemma":[0.0001095952,0.0001022475,0.9026008,0.0004249998,0.0001306912,0.0002172345,0.002738605,0.0002440026,0.0004239188,0.0005504629,0.09238892,0.00006850794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1364251,0.0005232104,0.001375544,0.0003830212,0.00007538567,0.0003699776,0.855413,0.0002266382,0.005207995],"genre_scores_gemma":[0.09936366,0.0003245038,0.002344771,0.0003645958,0.00007935981,0.002368331,0.8921618,0.0001702556,0.002822594],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02885795,"threshold_uncertainty_score":0.05737996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4802887472488194,"score_gpt":0.5605945075419061,"score_spread":0.08030576029308673,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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