{"id":"W281730538","doi":"","title":"The Role of Motivation in Secondary Mathematics Instruction: Implications for RTI","year":2011,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Education Practices and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Mathematics","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":[0.04675642,0.0005596858,0.001591637,0.00170733,0.002474727,0.006000938,0.003494655,0.002254799,0.007915615],"category_scores_gemma":[0.1303745,0.0004114321,0.001821621,0.001702398,0.004426903,0.006580922,0.005501719,0.004839137,0.0004421976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007220537,"about_ca_system_score_gemma":0.02257623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141096,"about_ca_topic_score_gemma":0.00839381,"domain_scores_codex":[0.9704698,0.02190723,0.00115688,0.001787049,0.002413682,0.002265341],"domain_scores_gemma":[0.9218586,0.06081447,0.005830947,0.001385813,0.003620248,0.006489878],"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":[0.0008755711,0.003358503,0.1871088,0.005767049,0.0004741979,0.0004991147,0.03390237,0.0008772979,0.000189765,0.05059665,0.02665494,0.6896958],"study_design_scores_gemma":[0.0005291303,0.002797231,0.7510236,0.01878905,0.0006442664,0.000621711,0.08497138,0.005351514,0.0005648814,0.09183747,0.04259356,0.0002761671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2847543,0.06504416,0.006010863,0.5993056,0.003223759,0.00256123,0.0007849555,0.0002453394,0.03806971],"genre_scores_gemma":[0.964275,0.01214269,0.004523972,0.01290302,0.0008473016,0.003050113,0.0001908292,0.0000720993,0.001994999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04675642,"threshold_uncertainty_score":0.2472746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07643518288859577,"score_gpt":0.3122961435513017,"score_spread":0.2358609606627059,"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."}}