{"id":"W2902485517","doi":"10.18357/ijcyfs94201818646","title":"UNDERSTANDING MATHS ANXIETY IN PRE-SERVICE TEACHERS THROUGH A QUALITY OF LIFE FRAMEWORK","year":2018,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Anxiety; Identity (music); Mathematics education; Affect (linguistics); Psychology; Conceptual framework; Service (business); Quality (philosophy); Sociology; Social science; Epistemology","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":[0.002798049,0.0003235938,0.0002446388,0.002013901,0.002025186,0.004742955,0.000708496,0.0007584998,0.0008746927],"category_scores_gemma":[0.003661252,0.0001918953,0.0004673385,0.0008295453,0.005737959,0.003072324,0.003304251,0.002721056,0.00005609283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004711701,"about_ca_system_score_gemma":0.003736091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008984639,"about_ca_topic_score_gemma":0.01542174,"domain_scores_codex":[0.9985058,0.000831438,0.00007177413,0.00008834677,0.0002073305,0.0002953381],"domain_scores_gemma":[0.9973149,0.001006523,0.0006774874,0.0001138828,0.0003082898,0.0005790258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000607691,0.0007424261,0.2776241,0.0003550861,0.00006786398,0.001476292,0.5683655,0.0007108942,0.001574049,0.08031154,0.001326366,0.0673852],"study_design_scores_gemma":[0.00001299551,0.0002030782,0.2915074,0.0003278243,0.00003908568,0.0007842365,0.6709812,0.001280126,0.0003321855,0.02069562,0.0137998,0.00003639242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665099,0.002009323,0.006844195,0.009471389,0.00007274602,0.00008818771,0.00005548298,0.0000231888,0.01492571],"genre_scores_gemma":[0.9981375,0.0003303623,0.001133489,0.00013035,0.000009415579,0.00001840907,0.00001633955,0.000002056884,0.0002221411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008984639,"threshold_uncertainty_score":0.03418595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2300971854427957,"score_gpt":0.4385121027556564,"score_spread":0.2084149173128607,"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."}}