{"id":"W2774490679","doi":"10.5539/elt.v11n1p65","title":"What Mathematic Teachers Say about the Teaching Strategies in the Implementation of Tasks","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Subject (documents); Teaching method; Qualitative research; Order (exchange); Pedagogy; Computer science; Sociology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00397363,0.00009492563,0.0001175952,0.00006235015,0.001238915,0.001713084,0.001059321,0.00006097413,0.00004693547],"category_scores_gemma":[0.002792891,0.0000579556,0.00005779261,0.0000499679,0.0002808682,0.001924913,0.00007568975,0.0005148259,0.000003239277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005555944,"about_ca_system_score_gemma":0.00008833825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006803807,"about_ca_topic_score_gemma":0.008764014,"domain_scores_codex":[0.9986493,0.0004583446,0.0002237292,0.0001337518,0.0003061859,0.0002286746],"domain_scores_gemma":[0.9987482,0.0004294768,0.0002613018,0.0005228848,0.00001829001,0.00001985317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[4.966429e-7,0.00002566897,0.001799878,0.000007701464,0.000005489245,0.000001207073,0.8012156,0.000001743947,0.00005139623,0.1476129,0.0002665891,0.0490113],"study_design_scores_gemma":[0.0001072158,0.000009902912,0.004500366,0.00006742986,0.000007457795,4.010286e-7,0.9872381,0.000002941797,0.00008132742,0.00516945,0.002741946,0.00007342899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821732,0.0003161205,0.00004306993,0.003324976,0.000318924,0.0002689473,0.000001887448,0.00009695627,0.1134559],"genre_scores_gemma":[0.9989315,0.00003582375,0.0002742548,0.00014747,0.0001862381,0.00003138018,0.000004281618,0.000007978361,0.0003810448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860225,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080387062989789,"score_gpt":0.4020086313722052,"score_spread":0.3712047607423073,"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."}}