{"id":"W2797334698","doi":"10.1177/016146811812000208","title":"The Danger of a Single Theory: Understanding Students’ Voices and Social Justice in the Peruvian Andes","year":2018,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sociology; Indigenous; Context (archaeology); Economic Justice; Pedagogy; Ethnography; Indigenous education; Gender studies; Political science; Law","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":[0.00809825,0.00009672652,0.0001250811,0.0001317016,0.001034838,0.0001740969,0.0006161529,0.00008607812,0.00002474114],"category_scores_gemma":[0.0009882527,0.00006025596,0.00003258047,0.0007469463,0.0007491893,0.00031262,0.00004312635,0.000280818,0.000003727716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359354,"about_ca_system_score_gemma":0.0007648448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000702074,"about_ca_topic_score_gemma":0.01082901,"domain_scores_codex":[0.9973277,0.001516869,0.0003061145,0.0001627303,0.0004631417,0.0002234535],"domain_scores_gemma":[0.9981274,0.001298594,0.0002443123,0.0001725243,0.0001241602,0.00003300521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007632328,0.0004607504,0.175484,0.00002597472,0.00002862726,1.165827e-7,0.7200308,2.021896e-7,0.0000861021,0.08541305,0.000914744,0.0174793],"study_design_scores_gemma":[0.0001716708,0.00004289873,0.3466794,0.00006472666,0.00002766615,4.852488e-7,0.6298506,7.39049e-7,0.00002292308,0.01376409,0.009303202,0.00007151133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775307,0.0005571686,0.000008644325,0.01002708,0.0007271494,0.0005128588,0.000001816707,0.000008819308,0.01062571],"genre_scores_gemma":[0.9983414,0.0002073607,0.0001368681,0.0003277725,0.000316754,0.00003637098,0.000001311815,0.000008173864,0.0006239306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1711954,"threshold_uncertainty_score":0.7959241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05965400557305521,"score_gpt":0.3591671498926405,"score_spread":0.2995131443195853,"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."}}