{"id":"W2038098166","doi":"10.1111/j.1540-5826.2005.00130.x","title":"Promoting Strategic Learning by Eighth-Grade Students Struggling in Mathematics: A Report of Three Case Studies","year":2005,"lang":"en","type":"article","venue":"Learning Disabilities Research and Practice","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Learning disability; Context (archaeology); Psychology; Intervention (counseling); Instructional design; Teaching method; Pedagogy; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03327838,0.0002772096,0.0005612487,0.0003477392,0.0007257905,0.0001762121,0.0002735174,0.0001733932,0.0002254649],"category_scores_gemma":[0.04948215,0.0002525612,0.00005739332,0.0007286044,0.0008439478,0.0005492863,0.0002773401,0.003940214,0.00002881084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847104,"about_ca_system_score_gemma":0.00007216253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008254093,"about_ca_topic_score_gemma":0.00007463095,"domain_scores_codex":[0.9879652,0.008469415,0.0009952115,0.0007233266,0.0009632652,0.0008836449],"domain_scores_gemma":[0.9735085,0.02488315,0.0005235955,0.0004001978,0.0005657107,0.0001188986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007764321,0.003064508,0.2994463,0.001567075,0.0008075428,0.003468071,0.6351101,0.0006425285,0.001482678,0.01085915,0.0002562843,0.04251923],"study_design_scores_gemma":[0.00149473,0.0020712,0.00146538,0.0004975376,0.00005787094,0.007990795,0.9622012,0.001526533,0.0001400714,0.005905469,0.01613925,0.0005098963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756116,0.004090094,0.0001790124,0.0008950758,0.00008861668,0.0004466003,0.000002288863,0.00009506908,0.01859163],"genre_scores_gemma":[0.9870914,0.0001485855,0.00625655,0.00001478934,0.0001731807,0.00009765041,0.00001083576,0.00005357071,0.006153473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270911,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2842373770373994,"score_gpt":0.5519410662822849,"score_spread":0.2677036892448855,"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."}}