{"id":"W4404213700","doi":"10.1016/j.lcsi.2024.100866","title":"Authority and positionings in elementary mathematics: An interactional ethnographic approach","year":2024,"lang":"en","type":"article","venue":"Learning Culture and Social Interaction","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Ethnography; Psychology; Mathematics education; Pedagogy; Sociology; Anthropology","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":[0.0003203022,0.0001180988,0.0001274918,0.0001432638,0.0006865557,0.0006630381,0.00003232145,0.00007371308,0.0001922715],"category_scores_gemma":[0.00001572789,0.0001042136,0.00004465891,0.00003977737,0.00008230767,0.0007782988,0.00002008242,0.001077324,0.000007627814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000381233,"about_ca_system_score_gemma":0.000006533765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005670818,"about_ca_topic_score_gemma":0.000295215,"domain_scores_codex":[0.9992271,0.0001486387,0.0001685387,0.0002241453,0.0001050259,0.0001265608],"domain_scores_gemma":[0.999817,0.00005573707,0.0000402331,0.00002859006,0.00002939504,0.00002907286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002513785,0.000126332,0.0009004937,0.0002062712,0.00007230281,0.000006156873,0.8782079,0.00002718441,0.000717086,0.1061888,0.0004898416,0.01303251],"study_design_scores_gemma":[0.0003248893,0.0003572552,0.001610688,0.0004288813,0.00009779901,0.0000760011,0.5644439,0.02551232,0.00002322859,0.003608166,0.4030635,0.0004533651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771801,0.0002824452,0.0002500469,0.0005050506,0.0004190884,0.00008702217,0.000003652967,0.000202908,0.02106968],"genre_scores_gemma":[0.9952785,0.00002612496,0.0003144339,0.0001020944,0.0007796796,0.00001319394,0.0001226573,0.00001530712,0.003347987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025736,"threshold_uncertainty_score":0.6393692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352203694715555,"score_gpt":0.3129366137993735,"score_spread":0.2777162443278181,"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."}}