{"id":"W1994967437","doi":"10.1016/j.jlap.2011.04.006","title":"Collagories: Relation-algebraic reasoning for gluing constructions","year":2011,"lang":"en","type":"article","venue":"The Journal of Logic and Algebraic Programming","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Distributive property; Unary operation; Morphism; Algebraic number; Graph; Algebra over a field; Discrete mathematics; Pure mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003516102,0.001363364,0.001401075,0.002365647,0.002304827,0.00626578,0.004202805,0.002434738,0.01694901],"category_scores_gemma":[0.01288571,0.001721264,0.004859338,0.002442075,0.004846722,0.01805328,0.008037033,0.005249625,0.002812301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719307,"about_ca_system_score_gemma":0.00118185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445989,"about_ca_topic_score_gemma":0.004531468,"domain_scores_codex":[0.9966038,0.001038719,0.0003444352,0.0007609406,0.0009783874,0.0002736934],"domain_scores_gemma":[0.994595,0.003108622,0.0001898691,0.001530227,0.0004396799,0.0001367016],"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":[0.0001075706,0.0000604046,0.0005540758,0.0002766842,0.00006343051,0.0002665618,0.0007515374,0.006092431,0.002260449,0.9306955,0.005856701,0.05301472],"study_design_scores_gemma":[0.00003952704,0.00001899254,0.0001084618,0.00007719867,0.00007894253,0.0001395262,0.0002382713,0.05133188,0.004596636,0.9257113,0.01761615,0.00004317838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005963674,0.0001529641,0.982701,0.0003687573,0.00007482798,0.00008586256,0.0002610625,0.004198254,0.006193515],"genre_scores_gemma":[0.2248177,0.0004671814,0.7651085,0.0004109373,0.0001109984,0.0001562546,0.001318739,0.002070833,0.005538765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01694901,"threshold_uncertainty_score":0.05670005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738433493084865,"score_gpt":0.2401897410176577,"score_spread":0.212805406086809,"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."}}