{"id":"W2609976876","doi":"10.1090/crmm/017/08","title":"Applications in topology","year":2002,"lang":"en","type":"book-chapter","venue":"CRM monograph series","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Topology (electrical circuits); Computer science; Engineering; Electrical engineering","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":[0.0004870336,0.001255346,0.001188054,0.002794653,0.001752043,0.004126587,0.001005084,0.001176965,0.06353798],"category_scores_gemma":[0.001305485,0.0004660044,0.0004088836,0.003976555,0.001902691,0.005012849,0.001879992,0.002716858,0.02077065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159532,"about_ca_system_score_gemma":0.001028906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379056,"about_ca_topic_score_gemma":0.003237532,"domain_scores_codex":[0.9996123,0.00009934783,0.00001882433,0.00007813295,0.0001589342,0.00003246234],"domain_scores_gemma":[0.9996291,0.0001295575,0.00001612278,0.00007145021,0.00009469371,0.00005903342],"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":[0.000007405212,0.00002060602,0.00008444498,0.0002023436,0.000006568467,0.0000465278,0.0003580005,0.0003500124,0.0001862436,0.7067294,0.1774314,0.1145771],"study_design_scores_gemma":[0.000002740854,0.000007429531,0.0001576358,0.0001194695,0.000004226188,0.0001255791,0.00012481,0.0005589371,0.00008968466,0.2501471,0.7486572,0.000005301495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001504493,0.04912936,0.01968419,0.003950176,0.004350686,0.00003319627,0.0002122577,0.0004211868,0.9207146],"genre_scores_gemma":[0.03325526,0.0321444,0.00949866,0.00123176,0.004840713,0.0001003993,0.0002540631,0.0003321084,0.9183426],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06353798,"threshold_uncertainty_score":0.2125557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246034629847978,"score_gpt":0.2798362972165483,"score_spread":0.2473759509180686,"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."}}