{"id":"W7097220611","doi":"","title":"New Research Findings, Ideas, and Techniques in Teaching and Learning Mathematics (Plenary Speech)","year":2015,"lang":"en","type":"article","venue":"","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Experiential learning; Active learning (machine learning); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01083953,0.0001876713,0.0003550437,0.0003455707,0.0002868803,0.00008218093,0.0001821879,0.0001537191,0.00007145017],"category_scores_gemma":[0.005302257,0.0001649168,0.00002649335,0.0001498339,0.0001410819,0.0002307877,0.0002439872,0.001272701,0.00002556519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009993577,"about_ca_system_score_gemma":0.00008018699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050968,"about_ca_topic_score_gemma":0.00005720702,"domain_scores_codex":[0.9979952,0.0005411436,0.0004070458,0.0002710852,0.0004313116,0.0003542423],"domain_scores_gemma":[0.9973466,0.00199807,0.00007481531,0.0002652174,0.000064236,0.0002510162],"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":[0.00003391405,0.0002132845,0.0004994017,0.0006418203,0.00002179791,0.00007510718,0.04305913,5.568349e-7,0.0007830041,0.8966338,0.02556001,0.03247819],"study_design_scores_gemma":[0.0003680688,0.0001619569,0.00001098722,0.0003630213,0.0000128412,0.0001664885,0.009445448,0.0003712839,0.000896842,0.9722965,0.01567645,0.0002300756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8510046,0.0004045547,0.009234969,0.0003589632,0.00004020333,0.0004960201,8.980348e-7,0.0003354106,0.1381244],"genre_scores_gemma":[0.1732957,0.00004604777,0.7987043,0.00004087581,0.0000992001,0.0000142609,0.000001582506,0.00006953406,0.02772852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7894693,"threshold_uncertainty_score":0.6725112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123949536738788,"score_gpt":0.3864645221132226,"score_spread":0.2625149853744345,"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."}}