{"id":"W4411250338","doi":"10.1177/10812865251338581","title":"Mixtures and the hierarchical groupoid structure of <i>n</i> -fold groupoids","year":2025,"lang":"en","type":"article","venue":"Mathematics and Mechanics of Solids","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fold (higher-order function); Mathematics; Pure mathematics; Geometry; Algebra over a field; Combinatorics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001994409,0.0001348927,0.0005023936,0.0001390019,0.0001126233,0.00006276974,0.0004723351,0.0001215916,0.00002665972],"category_scores_gemma":[0.001358149,0.00007206944,0.00009832165,0.00029905,0.0003351366,0.00006195438,0.0003214201,0.0001707361,5.694157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003488822,"about_ca_system_score_gemma":0.00002972285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006143459,"about_ca_topic_score_gemma":0.000006020242,"domain_scores_codex":[0.9984006,0.00009878058,0.0006197017,0.0002163978,0.0005164468,0.0001480369],"domain_scores_gemma":[0.9967445,0.002378323,0.0002248645,0.00046851,0.0001311652,0.00005261113],"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":[0.00005961361,0.00003552362,0.00001352672,0.000115285,0.00003216006,5.4649e-7,0.001550275,0.000002956627,0.01188509,0.9833453,0.0004325315,0.002527162],"study_design_scores_gemma":[0.0007275168,0.00004772867,0.00001974589,0.00005380926,0.00004121946,0.000007402137,0.0007373455,0.004774521,0.01378115,0.9793671,0.0003751355,0.00006736569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354535,0.002313262,0.05411652,0.002259653,0.0004108479,0.000476645,0.0001016449,0.00002249475,0.004845477],"genre_scores_gemma":[0.994601,0.0001605806,0.004602458,0.0003975424,0.00001957921,0.000002766615,9.912482e-7,0.000006887204,0.0002082348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0591475,"threshold_uncertainty_score":0.2938907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185661203259373,"score_gpt":0.2959791074178098,"score_spread":0.2774129870918725,"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."}}