{"id":"W4232946631","doi":"10.24124/2005/bpgub1283","title":"Teaching practices that enhance student mathematical achievement","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Mathematics education; Student achievement; Test (biology); Achievement test; Variety (cybernetics); Academic achievement; Teaching method; Psychology; Computer science; Standardized test","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004437133,0.000237784,0.0002071154,0.000589887,0.0003885762,0.0009281341,0.0003828231,0.0003489198,0.001490326],"category_scores_gemma":[0.004281966,0.0001218248,0.0001715943,0.0004291469,0.0002519493,0.0003506279,0.0005853667,0.0003323811,0.0003255764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525012,"about_ca_system_score_gemma":0.0004817383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005255347,"about_ca_topic_score_gemma":0.001433118,"domain_scores_codex":[0.9994726,0.0001923194,0.00003743009,0.0000782461,0.0001453531,0.0000741246],"domain_scores_gemma":[0.9975469,0.0009665525,0.0008338754,0.0001445951,0.0001381883,0.0003700049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005578313,0.01103662,0.2701376,0.001014462,0.0002655612,0.0009799108,0.01097973,0.001141645,0.08675867,0.001844082,0.001142162,0.6141417],"study_design_scores_gemma":[0.0002954767,0.009456884,0.9157059,0.0004260184,0.0005923563,0.00192716,0.009851409,0.001733372,0.03616897,0.003786747,0.01998445,0.00007122273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968759,0.0003450699,0.0004747272,0.0001332237,0.000007014367,0.00001690552,0.000009224197,0.00002726778,0.002110648],"genre_scores_gemma":[0.9958485,0.0005294792,0.002805707,0.00003938106,0.00001111354,0.00001888425,0.00001952172,0.000005603595,0.0007216957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001490326,"threshold_uncertainty_score":0.004985631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669821420323719,"score_gpt":0.4992943112682363,"score_spread":0.4323121692358644,"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."}}