{"id":"W3190275308","doi":"10.1017/s0272263121000401","title":"GROWTH, FIXED, AND MIXED MINDSETS","year":2021,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; University of Victoria; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mindset; Psychology; Persistence (discontinuity); Foreign language; Function (biology); Aptitude; Anxiety; Mathematics education; Developmental psychology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001079524,0.0003211921,0.0002473163,0.001559487,0.0005651717,0.001451543,0.0002699495,0.0002541758,0.001636541],"category_scores_gemma":[0.004685344,0.0001706048,0.0004552011,0.0005142341,0.000895361,0.0006570851,0.001659419,0.0007170882,0.0001497844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090368,"about_ca_system_score_gemma":0.0003639947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105764,"about_ca_topic_score_gemma":0.001646619,"domain_scores_codex":[0.999509,0.00014065,0.00004176781,0.00006275708,0.0001621337,0.00008361074],"domain_scores_gemma":[0.99661,0.0009657231,0.001116965,0.0002918016,0.0003775797,0.0006378664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000116646,0.0001097322,0.983264,0.00001692352,0.0000443157,0.00008581906,0.002296828,0.0001940249,0.002175614,0.0005024737,0.00004883345,0.01114475],"study_design_scores_gemma":[0.000005003713,0.0001777229,0.9916955,0.00001964337,0.00001390394,0.0002199765,0.004222339,0.001144858,0.000758125,0.001526642,0.0002045533,0.00001181153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994517,0.00001408831,0.0001670153,0.000008893854,7.373275e-7,0.000003254771,0.00001216821,0.000002007904,0.0003401484],"genre_scores_gemma":[0.9997616,0.000008228689,0.0001318244,0.000001848136,4.735279e-7,0.000003025376,0.00001764943,6.730535e-7,0.00007464425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001636541,"threshold_uncertainty_score":0.005709171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052589108787619,"score_gpt":0.3721816384210679,"score_spread":0.3416557473331918,"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."}}