{"id":"W4320557237","doi":"10.31542/r.2738","title":"A study of mindset: better understanding the structure of mindset and how growth mindset interventions are delivered","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Mindset; Psychology; Creativity; Psychological intervention; Social psychology; Intervention (counseling); Active listening; Applied psychology; Psychotherapist; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002569293,0.0003369967,0.0005171617,0.0004172414,0.0002641169,0.00004660676,0.0004485188,0.0002243098,0.005223655],"category_scores_gemma":[0.00004578791,0.0002655924,0.0002059251,0.0004039602,0.00009536187,0.00008142101,0.00006120779,0.0004270988,0.000001257842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008525973,"about_ca_system_score_gemma":0.00005647178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006094028,"about_ca_topic_score_gemma":0.01765261,"domain_scores_codex":[0.997889,0.000411976,0.0005455224,0.0005159687,0.0003931502,0.0002443437],"domain_scores_gemma":[0.9979234,0.0002253355,0.001055735,0.0005542329,0.00018616,0.00005512254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006502321,0.003998409,0.5187364,0.002010846,0.004402502,0.00001936094,0.4018545,0.000002589742,0.000690292,0.006264125,0.06041523,0.0009556123],"study_design_scores_gemma":[0.001169258,0.0004586965,0.2839083,0.0001288659,0.0005881066,0.000004378283,0.7121653,7.477242e-7,0.0001860569,0.001076916,0.00007753517,0.0002357991],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942257,0.0004385811,0.00004296995,0.0004510607,0.001465029,0.00102048,0.00105895,0.00001327815,0.00128393],"genre_scores_gemma":[0.9894458,0.00001280201,0.00003438264,0.0000723704,0.00007794281,0.0000766193,0.002714959,0.00004364574,0.0075215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3103109,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701062040396326,"score_gpt":0.3655141557837893,"score_spread":0.298503535379826,"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."}}