{"id":"W1588249100","doi":"10.2140/ant.2011.5.529","title":"On the cluster category of a marked surface without punctures","year":2011,"lang":"en","type":"article","venue":"Algebra & Number Theory","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Institut national de recherche en informatique et en automatique (INRIA); Bishop's University","keywords":"Surface (topology); Indecomposable module; Cluster (spacecraft); Object (grammar); Homotopy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001444145,0.0002898459,0.0004258188,0.00003720005,0.0001360227,0.00000843636,0.0005972009,0.0002668827,0.03609969],"category_scores_gemma":[0.000823822,0.0001745052,0.0001812737,0.0001267046,0.000812084,0.00005945178,0.000148869,0.000415697,0.0006208908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002011478,"about_ca_system_score_gemma":0.00005919729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003762912,"about_ca_topic_score_gemma":0.0000350296,"domain_scores_codex":[0.9975355,0.00112356,0.0004139653,0.0003190835,0.000210671,0.0003971702],"domain_scores_gemma":[0.9947301,0.003953091,0.0002455984,0.0009295169,0.00007011827,0.00007155565],"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":[0.0004457571,0.0002024834,0.001380009,0.00003026359,0.0002209605,0.00001464757,0.004189789,2.009358e-7,0.00007771989,0.9746988,0.0183485,0.0003908311],"study_design_scores_gemma":[0.0003107345,0.0000961927,0.001150487,0.00002928241,0.00009347564,0.00007670747,0.0006711476,0.000006664031,0.004843981,0.9918853,0.0006356228,0.0002003958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170054,0.00004408082,0.0007436176,0.0003648895,0.0002925971,0.0003600121,0.00001816156,0.00009472195,0.1810765],"genre_scores_gemma":[0.9897351,0.000005524927,0.001085889,0.001975302,0.00005453395,0.00004504064,0.000005103766,0.00005093774,0.007042574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740339,"threshold_uncertainty_score":0.9647815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208221563882225,"score_gpt":0.2776467859761315,"score_spread":0.2455645703373092,"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."}}