{"id":"W3129485651","doi":"10.25316/ir-15107","title":"Illuminating the brightest stars: Using differentiated instruction to support young gifted and talented students in early primary classrooms","year":2020,"lang":"en","type":"dissertation","venue":"VIURRSpace (Vancouver Island University)","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vancouver Island University","keywords":"Mathematics education; Differentiated instruction; Primary (astronomy); Gifted education; Stars; Psychology; Pedagogy; Physics; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001956584,0.0002458036,0.0003208172,0.000526902,0.005211652,0.003130473,0.001411462,0.0009442371,0.002096167],"category_scores_gemma":[0.002843498,0.0002014466,0.0002348911,0.0003266272,0.002305344,0.001535941,0.005261579,0.00252562,0.0005142209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004147802,"about_ca_system_score_gemma":0.01715504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05433116,"about_ca_topic_score_gemma":0.2767358,"domain_scores_codex":[0.9988773,0.0003851216,0.00003107543,0.00009536007,0.000238194,0.0003729665],"domain_scores_gemma":[0.9977078,0.0002715992,0.0000866245,0.00005120685,0.0001801631,0.001702602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002856808,0.005266227,0.03048009,0.0007489405,0.00002874311,0.003010288,0.4169186,0.0005428562,0.00885197,0.006164614,0.02056464,0.5071374],"study_design_scores_gemma":[0.0003831165,0.002460995,0.09536218,0.002322805,0.0001778835,0.001420254,0.690144,0.001215348,0.0123811,0.01480577,0.1791309,0.0001957562],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559923,0.001356084,0.002681784,0.009135047,0.0001461737,0.0002555139,0.00002834234,0.000135623,0.03026909],"genre_scores_gemma":[0.9655085,0.001757269,0.01725818,0.001745717,0.0000145159,0.0001830875,0.00004560199,0.00002390769,0.01346328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05433116,"threshold_uncertainty_score":0.1080298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513872029019601,"score_gpt":0.2715356426366409,"score_spread":0.2563969223464449,"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."}}