{"id":"W4391542405","doi":"10.1007/s10212-024-00794-w","title":"Domain specificity of mastery-motivation-related behaviours in relation to Singaporean preschoolers’ mathematical performance","year":2024,"lang":"en","type":"article","venue":"European Journal of Psychology of Education","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Research Foundation Singapore","keywords":"Numeracy; Psychology; Pleasure; Outcome (game theory); Developmental psychology; Educational psychology; Association (psychology); Persistence (discontinuity); Cognitive psychology; Literacy; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003766298,0.0002185463,0.0002113194,0.0004883587,0.0001693914,0.0006831933,0.0001802166,0.0003026619,0.002411298],"category_scores_gemma":[0.001953923,0.0001705383,0.000284889,0.0003737924,0.0003338229,0.0002918802,0.0006734796,0.0005319473,0.0003009444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021423,"about_ca_system_score_gemma":0.0003839775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007133631,"about_ca_topic_score_gemma":0.0098908,"domain_scores_codex":[0.9998415,0.000024312,0.00002010743,0.00004390648,0.00002962724,0.00004045627],"domain_scores_gemma":[0.9984269,0.0004123694,0.0005946601,0.0001146841,0.0001544484,0.0002969068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002070132,0.000114297,0.9897054,0.00001901055,0.00005414791,0.00009330676,0.001837996,0.0001251353,0.004363928,0.0001229675,0.00006651223,0.003290267],"study_design_scores_gemma":[6.675554e-7,0.00002752333,0.9995779,0.000001310696,0.000002596872,0.00002129826,0.0001712871,0.00005824617,0.00008988606,0.00001924897,0.00002883501,0.00000117937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995944,0.00001770869,0.00001408378,0.000005677443,3.992232e-7,0.000001409844,0.00003600461,9.745872e-7,0.0003295327],"genre_scores_gemma":[0.9995653,0.00001372418,0.00002389412,0.000002560568,4.009813e-7,0.000003093431,0.0000980085,9.506704e-7,0.0002920624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007133631,"threshold_uncertainty_score":0.01418424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04634648920690264,"score_gpt":0.3379196600435443,"score_spread":0.2915731708366416,"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."}}