{"id":"W2072781341","doi":"10.1007/bf02985731","title":"Counting Groups: Gnus, Moas, and other Exotica","year":2008,"lang":"en","type":"article","venue":"The Mathematical Intelligencer","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Marsden Fund","keywords":"Geology; 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":[0.001557065,0.0005671583,0.001003102,0.002640792,0.004374014,0.004984539,0.001058802,0.002142205,0.007270366],"category_scores_gemma":[0.004926258,0.0003224058,0.0007443395,0.001865763,0.009664934,0.01192696,0.00392707,0.00329351,0.0005848547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162871,"about_ca_system_score_gemma":0.0006474359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330006,"about_ca_topic_score_gemma":0.0015285,"domain_scores_codex":[0.9990047,0.0003142331,0.00005166294,0.0002175778,0.0002267078,0.0001851422],"domain_scores_gemma":[0.9978879,0.0006497315,0.0002918853,0.0005344788,0.0002696716,0.0003663241],"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":[0.000005335153,0.000001862515,0.00007412784,0.000004502017,0.000001054305,0.000009754645,0.00008740969,0.00004179337,0.00003210616,0.9981921,0.0004056807,0.001144296],"study_design_scores_gemma":[0.000003679155,0.000004030112,0.00009153566,0.000006712836,0.000002922099,0.00007418965,0.0000914464,0.0005390023,0.00006030621,0.9934655,0.005655674,0.000005050403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3823706,0.006133125,0.1402908,0.01486228,0.001281866,0.00008606302,0.0004696165,0.001063232,0.4534425],"genre_scores_gemma":[0.9508537,0.000796414,0.01763871,0.0008637283,0.0005976239,0.00009033426,0.0001423045,0.0001540344,0.02886322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007270366,"threshold_uncertainty_score":0.02432179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399785610271055,"score_gpt":0.3319416730463638,"score_spread":0.1919631120192583,"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."}}