{"id":"W4404095463","doi":"10.1017/9781009426862.010","title":"Group schemes","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Group (periodic table); Computer science; Physics","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":[0.00019197,0.0003708404,0.0002448364,0.0007935559,0.001039697,0.002052619,0.000404963,0.0004319872,0.05321407],"category_scores_gemma":[0.0004740212,0.0001439957,0.0002168219,0.001147932,0.0009924315,0.003002544,0.001040907,0.001172215,0.01414074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296051,"about_ca_system_score_gemma":0.0004930358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008703828,"about_ca_topic_score_gemma":0.001580609,"domain_scores_codex":[0.9997613,0.00003236359,0.000008240859,0.0000463108,0.0001227857,0.00002906891],"domain_scores_gemma":[0.9998891,0.00002686925,0.000005826505,0.00002788511,0.0000315643,0.0000186264],"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":[0.000003963133,0.000006222267,0.00004727337,0.00005347837,0.000001108281,0.00001574649,0.0002021838,0.00008020808,0.0003021288,0.9249838,0.03598915,0.03831477],"study_design_scores_gemma":[0.00000128123,0.00000460846,0.0001145806,0.00002492905,9.19869e-7,0.00007580171,0.00005494063,0.00006504077,0.0001395403,0.09959683,0.8999198,0.000001812343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003152275,0.0058092,0.004923915,0.001455386,0.0008091694,0.00002489151,0.0003350559,0.0001404604,0.9833497],"genre_scores_gemma":[0.06180666,0.007491634,0.006309097,0.0007604601,0.000630639,0.00003136839,0.0006758246,0.0001357258,0.9221585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05321407,"threshold_uncertainty_score":0.1780188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327842219227224,"score_gpt":0.2284311007037995,"score_spread":0.1956468787810771,"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."}}