{"id":"W3162098251","doi":"10.46298/dmtcs.2816","title":"The Frobenius Complex","year":2010,"lang":"en","type":"article","venue":"Discrete Mathematics & Theoretical Computer Science","topic":"Commutative Algebra and Its Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Combinatorics; Partially ordered set; Lambda; Homotopy; Order (exchange); Physics; Pure mathematics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001972847,0.0002419207,0.0002629695,0.00007386664,0.001664705,0.0006006765,0.002140302,0.00005880749,0.0003469914],"category_scores_gemma":[0.0008100542,0.0001434358,0.0001236168,0.0006384685,0.005929037,0.0001730911,0.0007860925,0.0004815211,0.0001479644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001948826,"about_ca_system_score_gemma":0.00007842073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001295218,"about_ca_topic_score_gemma":0.00001014169,"domain_scores_codex":[0.9976925,0.00005966621,0.0004873822,0.0004208453,0.0007477942,0.0005918702],"domain_scores_gemma":[0.9951513,0.002687056,0.0001633867,0.001458797,0.0002885257,0.0002509723],"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":[0.000002617531,0.00007067792,0.000008883299,0.0000123613,0.000008960164,9.500161e-7,0.0007928471,5.573697e-7,0.004295254,0.9910718,0.0005858522,0.003149253],"study_design_scores_gemma":[0.0001254305,0.00004048208,0.0001925054,0.00001301312,0.0000196294,0.00002793303,0.0001074613,0.1081647,0.001324432,0.8885043,0.001282336,0.0001977147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1266894,0.0000086772,0.8356206,0.003147805,0.0003763029,0.0005592199,0.00001048414,0.0002226683,0.03336481],"genre_scores_gemma":[0.7141765,0.000002220759,0.2854816,0.000129303,0.0001154535,0.00003304487,0.000001384587,0.00002092259,0.00003962833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.587487,"threshold_uncertainty_score":0.999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855633506720398,"score_gpt":0.3207864326953418,"score_spread":0.2922300976281379,"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."}}