{"id":"W4220695716","doi":"10.5539/ies.v15n2p138","title":"Pedagogical Differentiation in Primary Education: Conceptual Determinants and Definitions","year":2022,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Mathematics education; Content analysis; Psychology; Dimension (graph theory); Pedagogy; Sociology; Mathematics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006603559,0.0003072778,0.0005167816,0.01168019,0.001650108,0.004971563,0.0006704553,0.0006256576,0.002138497],"category_scores_gemma":[0.01964196,0.0002080584,0.0004401535,0.009769008,0.006949693,0.003671375,0.004323091,0.0009461585,0.0001778852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408286,"about_ca_system_score_gemma":0.004124719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657913,"about_ca_topic_score_gemma":0.0009627779,"domain_scores_codex":[0.9936669,0.002602357,0.0009492876,0.0006367493,0.001717388,0.0004272882],"domain_scores_gemma":[0.9703712,0.02004193,0.003975639,0.001311324,0.002998605,0.001301357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000149019,0.0003532975,0.4442,0.001610638,0.00007354813,0.0007161137,0.1435622,0.001022099,0.001737091,0.189429,0.0008041922,0.2163428],"study_design_scores_gemma":[0.00005825338,0.000613383,0.5137158,0.002811216,0.00012766,0.003045228,0.25621,0.006350322,0.002227662,0.1665079,0.04821086,0.0001217127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9363283,0.006950487,0.02178661,0.00216385,0.00007159822,0.0003096486,0.0001897194,0.0000551576,0.03214476],"genre_scores_gemma":[0.9949537,0.0004483788,0.004046514,0.00005420323,0.00001696305,0.00006247429,0.00006325515,0.000003810037,0.0003507574],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01168019,"threshold_uncertainty_score":0.03492337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3510110471868811,"score_gpt":0.4983685917354548,"score_spread":0.1473575445485737,"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."}}