{"id":"W2062841656","doi":"10.1007/s11858-014-0611-1","title":"Centripetal and centrifugal language forces in one elementary school second language mathematics classroom","year":2014,"lang":"en","type":"article","venue":"ZDM","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Centripetal force; Heteroglossia; Salient; Variety (cybernetics); Linguistics; Sociology; Mathematics; Hegemony; Mathematics education; Computer science; Political science; Mechanics; Philosophy; Law; Artificial intelligence; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009247324,0.0000853591,0.0001461745,0.00009359302,0.0001356966,0.0000833388,0.0001636248,0.00006386407,0.002396613],"category_scores_gemma":[0.0003620326,0.00008400881,0.00002767818,0.0001021664,0.00006924131,0.0001204564,0.00004153923,0.0001523076,0.00002906334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007167509,"about_ca_system_score_gemma":0.00004551042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006779949,"about_ca_topic_score_gemma":0.003485888,"domain_scores_codex":[0.9990861,0.0001234012,0.0002013633,0.0001383166,0.0002115401,0.0002393139],"domain_scores_gemma":[0.9994826,0.0001435846,0.0000820624,0.0001587378,0.00001470069,0.0001183198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001183441,0.0008829919,0.03056096,0.0004400029,0.00004752521,0.00001101584,0.3446027,2.84695e-7,0.004047435,0.58256,0.01346814,0.02336709],"study_design_scores_gemma":[0.00436605,0.0003119746,0.01899554,0.001023657,0.0001492812,0.0000207497,0.4260295,0.002008507,0.0212671,0.2769403,0.246702,0.002185351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057926,0.0001651795,0.002054668,0.0006446973,0.00009054007,0.0003129393,0.000008188229,0.0001335989,0.09079757],"genre_scores_gemma":[0.9755915,0.00003089439,0.02198761,0.0002802725,0.000164277,0.00001322301,0.00001605904,0.00001069472,0.001905405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056197,"threshold_uncertainty_score":0.9985153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439420020245756,"score_gpt":0.3076935525921753,"score_spread":0.2932993523897177,"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."}}