{"id":"W1523412023","doi":"10.1007/978-3-642-04639-1_16","title":"Cardinal Addition in Distributive Allegories","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Distributive property; Cardinality (data modeling); Computer science; Allegory; Relation (database); Function (biology); Algorithm; Discrete mathematics; Mathematics; Data mining; Pure mathematics; Art history","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":[0.00044323,0.0004756473,0.0005251804,0.0006037793,0.0001835581,0.0002926764,0.00217637,0.0002765339,0.00002119517],"category_scores_gemma":[0.00008562365,0.000433856,0.0001205977,0.0007094594,0.0005478686,0.0008507174,0.0006779826,0.0008587404,0.00003364305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408657,"about_ca_system_score_gemma":0.0003540723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001070402,"about_ca_topic_score_gemma":0.00008976911,"domain_scores_codex":[0.9966984,0.00003565508,0.0004345031,0.001391114,0.0007553879,0.0006849879],"domain_scores_gemma":[0.9983149,0.0003036528,0.000205366,0.000888675,0.0001561305,0.0001312884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006361434,0.00002491112,0.00004204857,0.000009518752,0.000004171633,0.0002569702,0.0003828569,0.01461816,0.0000206433,0.122175,0.00002733048,0.8624321],"study_design_scores_gemma":[0.00030211,0.0002716383,0.001715014,0.0002946657,0.000004276832,0.00008534887,3.208941e-7,0.07259732,0.0003453548,0.9196105,0.004020358,0.0007530808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00005655733,0.0004468703,0.9918447,0.0006617402,0.0008637359,0.0002730745,0.00001647785,0.000128579,0.005708314],"genre_scores_gemma":[0.5623217,0.0001460599,0.4334866,0.002342954,0.0009804741,0.00002340367,0.00006382766,0.00003717716,0.0005977784],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.861679,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166440949671731,"score_gpt":0.2346149027219745,"score_spread":0.2229504932252572,"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."}}