{"id":"W4231385865","doi":"10.4018/978-1-60566-902-1.ch008","title":"On Concept Algebra","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Cognitive Computing and Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Relation (database); Property (philosophy); Algebra over a field; Algebraic structure; Theoretical computer science; Mathematics; Pure mathematics; Epistemology","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":[0.002058706,0.001080493,0.000935454,0.002760296,0.002420742,0.005749867,0.001600822,0.001603705,0.01345395],"category_scores_gemma":[0.002682485,0.0004678301,0.001223601,0.003729872,0.007683425,0.01252895,0.00294242,0.004363279,0.005301701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003217688,"about_ca_system_score_gemma":0.001738106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986055,"about_ca_topic_score_gemma":0.001727685,"domain_scores_codex":[0.9981932,0.0006189501,0.0001551115,0.0003705202,0.0005476236,0.0001145346],"domain_scores_gemma":[0.9989591,0.0005373878,0.00007170966,0.0001539423,0.0002079223,0.00007002995],"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":[0.000002954816,0.000003803707,0.00001853034,0.00005530554,0.000003513264,0.00002646243,0.0001773286,0.0002130021,0.00007268771,0.9873433,0.003725286,0.008357812],"study_design_scores_gemma":[0.000003281555,0.000005623721,0.00003636449,0.00006227419,0.000002747268,0.00009289558,0.00005421606,0.0006068067,0.00006452264,0.8922997,0.1067652,0.000006358646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004314139,0.08102497,0.3946182,0.00884272,0.003261039,0.0002073891,0.0009017655,0.0005414286,0.5062885],"genre_scores_gemma":[0.2942996,0.08991344,0.4058175,0.01069961,0.009815095,0.001375747,0.002549171,0.0006332561,0.1848967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01345395,"threshold_uncertainty_score":0.045008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357492967979924,"score_gpt":0.2343063141104735,"score_spread":0.2107313844306743,"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."}}