{"id":"W7025097355","doi":"","title":"Topics in higher dimensional algebra","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Convex hull; Homotopy; Dimension (graph theory); Regular polygon; Algebra over a field; Curvature; Entropy (arrow of time)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006461685,0.0006225089,0.0008764475,0.00103072,0.0003586244,0.0001706151,0.002316927,0.0008247656,0.001073583],"category_scores_gemma":[0.0003614787,0.0005563168,0.0004071524,0.002677775,0.00003643179,0.001097464,0.0005858635,0.00139049,0.001547107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499538,"about_ca_system_score_gemma":0.00005359209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003428924,"about_ca_topic_score_gemma":0.0003977697,"domain_scores_codex":[0.995496,0.000263975,0.0008567476,0.001549463,0.00106551,0.0007683093],"domain_scores_gemma":[0.9974012,0.0003012856,0.000409308,0.001385686,0.0002289329,0.0002735392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003654148,0.0003069743,0.0001281556,0.00008817611,0.0001448383,0.0001855045,0.000003682675,0.00007542819,0.0007459656,0.7446755,0.0000527458,0.2535565],"study_design_scores_gemma":[0.002123815,0.0004457124,0.04794683,0.0004085367,0.0002508246,0.00003086944,0.00006405565,0.0007457994,0.007210376,0.2219229,0.7154765,0.003373872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467188,0.0009920363,0.000006207944,0.0005648798,0.006571046,0.0007261444,0.0007626797,0.0004941571,0.1431641],"genre_scores_gemma":[0.8805907,0.0001527614,0.003847277,0.001800471,0.0001011651,0.00007291331,0.001513676,0.00007360759,0.1118475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7154237,"threshold_uncertainty_score":0.9998395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288489093319138,"score_gpt":0.2432389807976066,"score_spread":0.2203540898644152,"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."}}