{"id":"W1538966886","doi":"","title":"Cacti and cells","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Combinatorial Mathematics","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bijection, injection and surjection; Functor; Cactus; Construct (python library); Action (physics); Mathematics; Group (periodic table); Combinatorics; Pure mathematics; Physics; Computer science; Biology; Botany; Quantum mechanics; Bijection","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":[0.000275072,0.0003533564,0.0005157742,0.0001308732,0.00007663471,0.00004384583,0.0004824051,0.0003720597,0.00003289837],"category_scores_gemma":[0.000254657,0.0004020163,0.0001098747,0.0001807251,0.0001250852,0.0001339972,0.001244248,0.0006016082,0.00006227964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615265,"about_ca_system_score_gemma":0.0001497066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002368729,"about_ca_topic_score_gemma":0.00001255792,"domain_scores_codex":[0.9986541,0.00009057702,0.0002231371,0.0006388708,0.000102184,0.0002910819],"domain_scores_gemma":[0.9978982,0.0003566373,0.0003398685,0.0009507281,0.0002160126,0.0002385778],"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":[0.00004476989,0.0001854812,0.0001040458,0.0006245385,0.0001343233,0.0002496712,0.0005652478,0.003884123,0.00008031116,0.9902698,0.003770165,0.00008749356],"study_design_scores_gemma":[0.0005457501,0.00003637816,0.000004600585,0.0001142994,0.000192684,0.000005009032,0.0002303534,0.008726925,0.0003602782,0.9885563,0.0008145823,0.0004128777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240839,0.0000903656,0.05873148,0.00003697257,0.00165271,0.0006955553,0.00004046084,0.0004088538,0.01425969],"genre_scores_gemma":[0.9904017,0.0001006602,0.005223892,0.00001604658,0.0001255844,0.000001023172,0.000004417782,0.00006113802,0.004065493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06631783,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806713452654824,"score_gpt":0.2334879353547809,"score_spread":0.05281659008929851,"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."}}