{"id":"W4411830471","doi":"10.14746/ssllt.48250","title":"Sustaining growth needs contextual supports: The mindset × ecological-system approach to motivation","year":2025,"lang":"en","type":"article","venue":"Studies in Second Language Learning and Teaching","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Mindset; Psychology; Ecology; Ecological systems theory; Environmental resource management; Social psychology; Computer science; Environmental science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003907171,0.0001865015,0.000389218,0.0003040877,0.0006512719,0.00006091735,0.0001572934,0.00009133689,0.00008780899],"category_scores_gemma":[0.002351152,0.0001295849,0.00005001558,0.0002542612,0.0001176871,0.00006584162,0.0001336874,0.0007504575,0.000004416819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031506,"about_ca_system_score_gemma":0.00002262131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586667,"about_ca_topic_score_gemma":0.0001069344,"domain_scores_codex":[0.9975358,0.001250907,0.0004278542,0.0003405974,0.00009759497,0.0003472941],"domain_scores_gemma":[0.9977736,0.001808269,0.0001509351,0.00017005,0.0000572183,0.00003994261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002413847,0.0001160952,0.4570952,0.0001815827,0.0002475278,0.00001031489,0.4631893,0.00002147704,0.00001802688,0.06378351,0.002786432,0.01252638],"study_design_scores_gemma":[0.0004082801,0.00006446035,0.1156812,0.0000933423,0.00003319127,0.000007158452,0.8784756,0.0000257753,0.000004188984,0.00006948361,0.005005892,0.0001314537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776928,0.002045595,0.000573092,0.0004943209,0.0005771112,0.0003381615,0.000003730892,0.00008326324,0.118192],"genre_scores_gemma":[0.9854662,0.000008489797,0.0001738904,0.0007429696,0.0001644646,0.0001608115,0.00003063979,0.00001277141,0.01323971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152863,"threshold_uncertainty_score":0.5284318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767526835351469,"score_gpt":0.3621317742563484,"score_spread":0.3344565059028337,"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."}}