{"id":"W4392017379","doi":"10.5539/jel.v13n2p179","title":"Need Assessment of the Growth Mindset for Enhancing Learning Management of Teachers in the Primary Schools Under the Office of the Basic Education Commission","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Mindset; Commission; Psychology; Pedagogy; Mathematics education; Primary education; Medical education; Sociology; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002369375,0.00008428342,0.0001400964,0.0001313696,0.000178355,0.00003632332,0.0002436297,0.00005216207,0.00002826232],"category_scores_gemma":[0.0001972162,0.00004177149,0.0001079794,0.0003618014,0.00004709066,0.00009564422,0.00002855386,0.0007271863,4.211103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008567381,"about_ca_system_score_gemma":0.0004189177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005231105,"about_ca_topic_score_gemma":0.000006567064,"domain_scores_codex":[0.9983001,0.0007766531,0.0004732974,0.0001010635,0.0002520128,0.0000968207],"domain_scores_gemma":[0.9983963,0.0006125515,0.0006510946,0.0001552381,0.0001639688,0.00002078597],"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":[0.0003508061,0.004716174,0.2775227,0.002158754,0.0009598612,7.171294e-7,0.2488189,0.008045568,0.03322985,0.05411242,0.02951091,0.3405734],"study_design_scores_gemma":[0.0003314357,0.00009771682,0.833268,0.0008117796,0.0001009011,0.00001113529,0.1551898,0.00006775181,0.0001820195,0.0001934264,0.009701987,0.00004397973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860981,0.0008831386,0.001074024,0.005756432,0.001259022,0.0003982964,4.034871e-7,0.000003187683,0.004527403],"genre_scores_gemma":[0.9974033,0.00005991093,0.0003474896,0.0001765522,0.0001585728,0.00001536872,0.000003585152,0.00001041447,0.001824844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557454,"threshold_uncertainty_score":0.3159303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987562262161683,"score_gpt":0.351607412287133,"score_spread":0.3317317896655161,"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."}}