{"id":"W4389558532","doi":"10.3389/feduc.2023.1284718","title":"Bridging disciplinary aesthetics: when mathematics meets art through educational technology","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Hellenic Foundation for Research and Innovation","keywords":"Beauty; Mathematics education; Curriculum; Constructionism; Bridging (networking); Mathematical practice; Aesthetic experience; Computer science; Aesthetics; Mathematics; Pedagogy; Psychology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002746299,0.0004319826,0.0003916333,0.00122761,0.004087097,0.01280045,0.001071695,0.001881203,0.008890784],"category_scores_gemma":[0.008975575,0.0003346175,0.0006888296,0.0008220683,0.01186824,0.008331837,0.01171019,0.003022591,0.001045808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233112,"about_ca_system_score_gemma":0.0007658201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343089,"about_ca_topic_score_gemma":0.0005421697,"domain_scores_codex":[0.9946656,0.002782007,0.0001428567,0.000567599,0.001382178,0.0004597374],"domain_scores_gemma":[0.997381,0.001216695,0.0002462395,0.0005323478,0.0002100393,0.0004135258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009910059,0.0002152054,0.008876228,0.0004408133,0.00004554193,0.002323112,0.4784626,0.001078059,0.01027062,0.4044731,0.004328944,0.08938669],"study_design_scores_gemma":[0.00004590565,0.0003205519,0.01357946,0.0005912838,0.00006736429,0.005103377,0.3539187,0.002566151,0.005876848,0.22589,0.3919134,0.0001269553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4612377,0.001525747,0.06435942,0.007738474,0.00062327,0.00009906347,0.00003935384,0.0002417146,0.4641352],"genre_scores_gemma":[0.9801431,0.0002771147,0.007018966,0.0003620176,0.00004958736,0.00004446305,0.00001422735,0.00007021205,0.0120202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01280045,"threshold_uncertainty_score":0.0297426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276129204476217,"score_gpt":0.2768320848474655,"score_spread":0.2540707928027033,"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."}}