{"id":"W2294415995","doi":"","title":"Spans of Delta Lenses","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Combinatorial Mathematics","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Mathematics; Modulo; Equivalence relation; Equivalence (formal languages); Morphism; Isomorphism (crystallography); Delta; Pure mathematics; Combinatorics; Physics; Crystallography","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":[],"consensus_categories":[],"category_scores_codex":[0.0001796383,0.00008009073,0.0001994487,0.00003245938,0.00001082317,0.000004579459,0.0001412308,0.0000403092,0.00004602973],"category_scores_gemma":[0.001281095,0.0000644076,0.00003725256,0.0001000218,0.00003548566,0.00007067307,0.00005929609,0.00004592405,0.00003202598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002342336,"about_ca_system_score_gemma":0.00004122251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007845387,"about_ca_topic_score_gemma":0.000006948446,"domain_scores_codex":[0.9993271,0.00001820602,0.0002391815,0.0000809618,0.0002181638,0.0001163418],"domain_scores_gemma":[0.999069,0.0002731514,0.0001019201,0.000319912,0.0001661818,0.00006984957],"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":[0.000006619515,0.0001024282,0.00006873447,0.00004934601,0.00001098156,0.00000146274,0.0004413876,0.000002978162,0.0002646284,0.9933749,0.005393473,0.0002829969],"study_design_scores_gemma":[0.0003442399,0.00007731702,0.000003540832,0.00001840141,0.00001503963,0.000004735687,0.0004071625,0.00007671399,0.01846189,0.9791474,0.001366349,0.00007726022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6266273,0.00007256942,0.1970338,0.0002364952,0.0008632516,0.0004050646,0.000007680949,0.0003682178,0.1743856],"genre_scores_gemma":[0.8034133,0.000001985721,0.194463,0.00002092959,0.00005151621,0.000005185028,5.968467e-7,0.00002180445,0.002021661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176786,"threshold_uncertainty_score":0.2626466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965532533607725,"score_gpt":0.3759921304691179,"score_spread":0.1794388771083455,"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."}}