{"id":"W4406123536","doi":"10.48550/arxiv.2501.03003","title":"Irredundant bases for soluble groups","year":2025,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; European Commission; Deutsche Forschungsgemeinschaft; University of St Andrews","keywords":"Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006907972,0.0006467266,0.0004251595,0.001650541,0.001170971,0.001610352,0.000728421,0.0006312341,0.006047118],"category_scores_gemma":[0.0039572,0.0004027863,0.0004579476,0.0008123206,0.002029289,0.002936803,0.001625595,0.001730725,0.0007866679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000927529,"about_ca_system_score_gemma":0.0003073197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003112651,"about_ca_topic_score_gemma":0.0005356424,"domain_scores_codex":[0.9995277,0.00008791037,0.00002352387,0.0001059793,0.0001578216,0.00009709655],"domain_scores_gemma":[0.9976333,0.001396877,0.0002931555,0.0002786199,0.0001422688,0.0002557274],"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":[0.000172939,0.00005425827,0.001001009,0.000138963,0.00001163241,0.000137034,0.0005027271,0.006363396,0.01249516,0.9592279,0.001117878,0.01877715],"study_design_scores_gemma":[0.00001983818,0.00007245966,0.000349324,0.00003141493,0.000008008618,0.0001091028,0.000116999,0.01061629,0.008514798,0.9762397,0.003906031,0.00001600906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8118048,0.001708225,0.1310029,0.00107028,0.00009066307,0.00007304455,0.0005021471,0.0005309765,0.0532169],"genre_scores_gemma":[0.9669166,0.0005937243,0.02685405,0.0001357696,0.0001574359,0.00009679516,0.000419229,0.0001040955,0.004722222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006047118,"threshold_uncertainty_score":0.02022964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09775682903785096,"score_gpt":0.1982734048634364,"score_spread":0.1005165758255855,"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."}}