{"id":"W1866168443","doi":"10.1111/cag.12014","title":"Parental involvement in children's learning: Mothers' fourth shift, social class, and the growth of state intervention in family life","year":2013,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; British Academy","keywords":"Restructuring; Curriculum; Context (archaeology); Intervention (counseling); Middle class; Inequality; State (computer science); Social class; Sociology; Psychology; Political science; Pedagogy; Geography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009478264,0.0002623145,0.0003642199,0.002611004,0.0006048963,0.0001594851,0.00045054,0.0001335044,0.00006837847],"category_scores_gemma":[0.0001803778,0.0002492661,0.0001865049,0.003182969,0.003196454,0.0004673174,0.00005526679,0.0003212944,0.000002875484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556733,"about_ca_system_score_gemma":0.0002638386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859818,"about_ca_topic_score_gemma":0.9982394,"domain_scores_codex":[0.9972606,0.0005495069,0.0005764679,0.0003836229,0.0003238844,0.0009059693],"domain_scores_gemma":[0.9988486,0.0001392916,0.0002552225,0.0001636365,0.0001186555,0.0004745699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001998572,0.00006954775,0.9420965,0.00002501298,0.00008083383,0.000001368817,0.04018759,0.000009801758,0.000005694231,0.01481461,0.000865315,0.001823692],"study_design_scores_gemma":[0.0009797448,0.00005098114,0.87001,0.0000571907,0.00001844864,3.838102e-7,0.1193759,0.00001968775,0.000003596436,0.008499702,0.0007453115,0.0002390526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931291,0.001507789,9.690126e-7,0.002921103,0.0002955893,0.001138327,0.00004916521,0.00002844461,0.0009295471],"genre_scores_gemma":[0.9969075,0.002164105,0.00001542903,0.0003876063,0.00007402654,0.0002811366,0.00007756535,0.00002436751,0.00006829273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07918827,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128665086837971,"score_gpt":0.2271149275933918,"score_spread":0.2158282767250121,"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."}}