{"id":"W7028466721","doi":"","title":"ERIC ED466494: The Learning Equation (TLE) Final Report.","year":2002,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remedial education; Curriculum; Product (mathematics); Academic achievement; Mastery learning; Problem-based learning","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003062479,0.000810629,0.0005008796,0.00167869,0.0007182467,0.002546007,0.001575452,0.001454467,0.6783569],"category_scores_gemma":[0.007337223,0.0004468561,0.0002424967,0.00197231,0.0002917414,0.001727737,0.00166146,0.001166744,0.5901392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346409,"about_ca_system_score_gemma":0.003532595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0163161,"about_ca_topic_score_gemma":0.01281169,"domain_scores_codex":[0.9989778,0.0001201117,0.00006346188,0.00009904787,0.0006390729,0.0001006267],"domain_scores_gemma":[0.9952744,0.0005491938,0.0001476131,0.0004003496,0.002922513,0.000705919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002154025,0.00003662757,0.0001732926,0.00002522014,6.071805e-7,0.00001242243,0.00001865736,0.00002197626,0.00005099581,0.0008204629,0.9531536,0.04566471],"study_design_scores_gemma":[0.00001340186,0.00001989746,0.001068438,0.0000463605,0.000001096098,0.00002047036,0.00003799038,0.00005813894,0.0001563478,0.0002518031,0.9983214,0.00000467109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001442818,0.001399586,0.003593403,0.006440682,0.002766205,0.000496291,0.03299136,0.004627501,0.946242],"genre_scores_gemma":[0.001538812,0.0005606037,0.001188315,0.0003127226,0.0001065677,0.00008997104,0.01036299,0.0006926431,0.9851475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6783569,"threshold_uncertainty_score":0.4587848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797488538927789,"score_gpt":0.2011114822985998,"score_spread":0.1831365969093219,"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."}}