{"id":"W4317000435","doi":"10.1007/s10649-023-10208-1","title":"Editorial","year":2023,"lang":"en","type":"editorial","venue":"Educational Studies in Mathematics","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mathematics education; Psychology; Pedagogy","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":[0.00782866,0.003776045,0.004119496,0.006106266,0.005023857,0.01114292,0.003878227,0.01741759,0.06180035],"category_scores_gemma":[0.04113225,0.001415408,0.003047415,0.002343731,0.002227725,0.003647845,0.00294681,0.01415931,0.04521718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004460882,"about_ca_system_score_gemma":0.005041559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002775976,"about_ca_topic_score_gemma":0.008425629,"domain_scores_codex":[0.9927792,0.001331807,0.0006904744,0.0008159667,0.003753173,0.000629416],"domain_scores_gemma":[0.9690517,0.007936415,0.002645297,0.001380385,0.0132282,0.005758012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001378558,0.0000043703,0.00001188476,0.00007664577,0.000007651151,0.00006277878,0.000005340248,0.000007921451,0.0000136732,0.00007894533,0.9975154,0.002201616],"study_design_scores_gemma":[0.0000675921,0.00001204064,0.0001414335,0.0004270474,0.00003771565,0.000177082,0.00002819352,0.00005162957,0.00003776928,0.0005860629,0.9984211,0.0000124372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002448086,0.002879072,0.00005959209,0.02216854,0.9701503,0.00003610694,0.00007894602,0.00005367098,0.004549336],"genre_scores_gemma":[0.0004160681,0.002778603,0.0001033532,0.02435773,0.9477193,0.00006297638,0.00009277734,0.00007297617,0.02439621],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06180035,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09461516298552644,"score_gpt":0.483253530898936,"score_spread":0.3886383679134096,"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."}}