{"id":"W2127946478","doi":"10.1007/s13394-013-0096-1","title":"The relationality in/of teacher–student communication","year":2014,"lang":"en","type":"article","venue":"Mathematics Education Research Journal","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Mathematics education; Relation (database); Point (geometry); Need to know; Focus (optics); Dimension (graph theory); Communication skills; Pedagogy; Psychology; Computer science; Mathematics; Geometry","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03175112,0.00006302584,0.0001170885,0.0002546627,0.001522485,0.0002759593,0.0008509784,0.00006972867,0.0001835567],"category_scores_gemma":[0.00790488,0.0000475544,0.00005121775,0.0004257342,0.0005489945,0.0001443988,0.00006954818,0.0007258984,0.00002139251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988692,"about_ca_system_score_gemma":0.001046366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002388467,"about_ca_topic_score_gemma":0.0003835468,"domain_scores_codex":[0.9957283,0.002258827,0.0005729692,0.00008654426,0.001095445,0.000257917],"domain_scores_gemma":[0.9957275,0.002581835,0.0003203145,0.0004491387,0.0008050451,0.0001161027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001174788,0.0005088589,0.00271933,0.00001769063,0.0000050811,2.193102e-8,0.03145326,0.000001453621,0.00001071591,0.9503677,0.007366004,0.007548653],"study_design_scores_gemma":[0.00006370234,0.00001199179,0.003290157,0.00013337,0.000002827302,0.000003117062,0.02230947,0.0001445397,0.00002636852,0.9017323,0.0722317,0.00005049506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1647338,0.0006966571,0.02009405,0.03213831,0.0005040064,0.001051653,6.985899e-7,0.00007109351,0.7807098],"genre_scores_gemma":[0.9750546,0.0005335393,0.02109461,0.0000312413,0.0001694047,0.00006487655,0.000001700112,0.000009802859,0.003040213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8103209,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167956488005478,"score_gpt":0.5250237741943136,"score_spread":0.4082281253937657,"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."}}