{"id":"W4412907477","doi":"10.9734/ajess/2025/v51i82289","title":"The Relationship between Growth Mindset and Mathematics Achievement","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Education and Social Studies","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Mindset; Mathematics education; Psychology; Mathematics; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006129835,0.0002744209,0.0002387674,0.001159083,0.0004678553,0.0006996368,0.0002468642,0.0002743843,0.001789937],"category_scores_gemma":[0.002708455,0.000144527,0.000262993,0.0005814036,0.0004039245,0.0002737835,0.0006688467,0.0007276779,0.000196385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305272,"about_ca_system_score_gemma":0.0003828906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864845,"about_ca_topic_score_gemma":0.003550381,"domain_scores_codex":[0.9997075,0.00006430315,0.00002542478,0.00003788668,0.0001062379,0.00005865084],"domain_scores_gemma":[0.9975008,0.0005504775,0.001025258,0.0001024851,0.0002302944,0.0005906342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003311791,0.0001926534,0.995789,0.000009036094,0.00002063949,0.00004556823,0.0005816591,0.00004002172,0.000504545,0.00005838914,0.00001935507,0.002706063],"study_design_scores_gemma":[9.435383e-7,0.00008569076,0.9991056,0.00000317718,0.000004141986,0.00002759214,0.0005223919,0.00009108095,0.0000702917,0.00003271655,0.00005421076,0.000002086427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995621,0.00002420777,0.00003499211,0.00001623744,0.000001691341,0.000003416576,0.00001418375,0.000001403204,0.0003417004],"genre_scores_gemma":[0.9997272,0.00002642384,0.00006970672,0.000003275285,0.000001779022,0.000004003998,0.00003062327,6.16775e-7,0.0001363814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001864845,"threshold_uncertainty_score":0.005987883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289154450507631,"score_gpt":0.4107451920242913,"score_spread":0.327853647519215,"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."}}