{"id":"W3206651735","doi":"10.3390/educsci11100620","title":"Controlling-Supportive Homework Help Partially Explains the Relation between Parents’ Math Anxiety and Children’s Math Achievement","year":2021,"lang":"en","type":"article","venue":"Education Sciences","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematical anxiety; Anxiety; Autonomy; Psychology; Psychological intervention; Developmental psychology; Academic achievement; Style (visual arts); Parenting styles; Mathematics education","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001577962,0.0001373378,0.0001474437,0.00007362691,0.002022226,0.0005472126,0.0003557735,0.00007956073,0.00008904001],"category_scores_gemma":[0.0003943138,0.0001079923,0.00005329034,0.0007422862,0.0006498609,0.0007555179,0.00007015217,0.0001480561,0.00004385557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900009,"about_ca_system_score_gemma":0.001574929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000998934,"about_ca_topic_score_gemma":0.001186991,"domain_scores_codex":[0.9976345,0.0004085348,0.0003566463,0.0004561116,0.0007892069,0.0003549732],"domain_scores_gemma":[0.9988468,0.0002631324,0.0002962019,0.0002242575,0.0002147948,0.0001548163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002715999,0.0002812585,0.8578477,0.00000424435,0.00002350829,1.36219e-7,0.03199819,0.00001790631,0.0001044713,0.09890834,0.0009748116,0.009836711],"study_design_scores_gemma":[0.0001313571,0.00003403013,0.9073085,0.00006377593,0.000045828,0.000001747819,0.07155681,0.0000673735,0.000336112,0.008384974,0.01188754,0.0001819621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703652,0.0008089054,0.0004845913,0.02241377,0.001746808,0.0005333706,0.00001494509,0.00005180116,0.003580596],"genre_scores_gemma":[0.9960722,0.0005950459,0.0007833093,0.0006994733,0.0007167945,0.0001285679,0.00009645362,0.000006865236,0.0009012932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09052337,"threshold_uncertainty_score":0.999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05170660477803479,"score_gpt":0.3526962325179377,"score_spread":0.300989627739903,"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."}}