{"id":"W3149148382","doi":"10.5539/ass.v17n4p1","title":"The Effectiveness of a Strategy Based on the Concepts of a Growth Mindset for Teaching Carpentry and Decoration in Developing Practical Vocational Skills and Imaginative Thinking","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Carpentry; Vocational education; Mathematics education; Psychology; Sample (material); Checklist; Pedagogy; Engineering; Computer science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006404457,0.0003399724,0.0002293538,0.0003405632,0.0003053533,0.0003850809,0.0002577433,0.0002465013,0.000665945],"category_scores_gemma":[0.00182929,0.00008658754,0.0001826888,0.000161746,0.0002946631,0.0002192519,0.0004022204,0.0003762857,0.0001244246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702918,"about_ca_system_score_gemma":0.0009540079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006836281,"about_ca_topic_score_gemma":0.00217811,"domain_scores_codex":[0.9996358,0.0001488232,0.0000198056,0.00004691913,0.0000905088,0.00005807237],"domain_scores_gemma":[0.9988989,0.0004606253,0.0002139022,0.00005402104,0.00006664471,0.0003059745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002530686,0.05840355,0.1865001,0.001257325,0.0001957642,0.0007717844,0.01647271,0.001416377,0.1074425,0.001171025,0.0005672594,0.6232709],"study_design_scores_gemma":[0.0005578927,0.04006345,0.9129629,0.0002369504,0.0003070923,0.0005411238,0.009857549,0.002271601,0.02647555,0.001058106,0.00561202,0.00005585355],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990638,0.00006005903,0.0002869347,0.00003838265,0.000005707781,0.00004545606,0.000003328091,0.000005048247,0.0004912707],"genre_scores_gemma":[0.9956589,0.00016425,0.003461478,0.00003821238,0.000006461107,0.00006812698,0.0000159463,0.000001714292,0.0005850463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006836281,"threshold_uncertainty_score":0.003387094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193204754617151,"score_gpt":0.3816724752126435,"score_spread":0.3623519997509284,"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."}}