{"id":"W4403082560","doi":"10.1016/b978-0-323-95703-8.00168-3","title":"Spectral Sequences","year":2006,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Mathematical Physics","topic":"Advanced Algorithms and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002661076,0.0002616317,0.00039684,0.00002389148,0.0000229873,0.000007261071,0.000169838,0.0001342447,0.0002318525],"category_scores_gemma":[0.000004364326,0.0002457152,0.0001459756,0.00002898337,0.0001132703,0.00005800324,0.000024341,0.0002557838,0.0002567011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003258694,"about_ca_system_score_gemma":0.0000167338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.193612e-7,"about_ca_topic_score_gemma":4.906976e-7,"domain_scores_codex":[0.9990983,0.000001493937,0.0003588414,0.0001567093,0.0002162765,0.0001683533],"domain_scores_gemma":[0.9994575,0.0000886688,0.00008231648,0.0002867513,0.00003075638,0.0000540004],"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":[3.827123e-7,0.00002571954,2.790924e-7,0.000295949,0.00003665916,0.00000317626,0.00003417313,0.004077792,0.00003159139,0.9797243,0.006789324,0.00898067],"study_design_scores_gemma":[0.00004838808,0.00001123614,0.000002081573,0.0001101975,0.00004540791,0.000001844354,0.000002509169,0.002826117,0.0001822789,0.9180274,0.07848161,0.0002609414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000291341,0.000177732,0.08891831,0.00001133659,0.00007318842,0.0001628059,0.00007618382,0.0001562033,0.9103951],"genre_scores_gemma":[0.004829955,0.002158077,0.122789,0.00002582937,0.003598342,0.00009712526,0.0002356335,0.0004593228,0.8658067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07169229,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028178105434669,"score_gpt":0.2204185699551384,"score_spread":0.2101367889007918,"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."}}