{"id":"W2170503619","doi":"10.1177/0907568212461037","title":"Towards a sociology of 10–12 year olds? Emerging methodological issues in the ‘new’ social studies of childhood","year":2012,"lang":"en","type":"article","venue":"Childhood","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Childhood studies; Sociology; Empirical research; Social science; Early childhood; Psychology; Developmental psychology; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269583,0.0001217582,0.000409069,0.00007272865,0.0002870249,0.000008951938,0.0002847538,0.0001562045,0.0003493266],"category_scores_gemma":[0.0009925819,0.00007603017,0.0001437461,0.0002241013,0.0007144542,0.0001431683,0.0000639228,0.0001723103,0.00001338307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002967878,"about_ca_system_score_gemma":0.0001124047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005776049,"about_ca_topic_score_gemma":0.0003523728,"domain_scores_codex":[0.9976306,0.001131877,0.0003685627,0.0001564705,0.0003283834,0.0003840999],"domain_scores_gemma":[0.9990801,0.0004659456,0.0002089686,0.0001313252,0.00006060698,0.00005309972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001678261,0.0004465193,0.01505866,0.00001017372,0.00009934219,4.325027e-7,0.8530002,0.000002593036,0.00004401834,0.1209961,0.00447174,0.005853417],"study_design_scores_gemma":[0.0006721118,0.0001314407,0.8805272,0.00003131694,0.00008193627,0.000001138834,0.06338684,6.518687e-7,0.0006117715,0.04286824,0.01151122,0.0001761502],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781194,0.002187732,0.00004430627,0.008888699,0.000248017,0.0002905999,0.00000834233,0.00002516804,0.01018771],"genre_scores_gemma":[0.9974105,0.000357326,0.0007184283,0.0001334383,0.001183314,0.00001104023,0.000005694574,0.000007499865,0.0001727345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8654686,"threshold_uncertainty_score":0.3824882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2015509297809415,"score_gpt":0.4553242115544792,"score_spread":0.2537732817735377,"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."}}