{"id":"W4393218975","doi":"10.1080/00927872.2024.2332387","title":"A variation of stable range one","year":2024,"lang":"en","type":"article","venue":"Communications in Algebra","topic":"Rings, Modules, and Algebras","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Variation (astronomy); Range (aeronautics); Composite material; Astrophysics; Physics; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005965556,0.00008743451,0.0001864712,0.0002079775,0.00006417986,0.0000391691,0.0006286936,0.00006491055,0.0001314],"category_scores_gemma":[0.0002938322,0.00009158587,0.00005597412,0.0004789342,0.00009329214,0.0001921827,0.0002254591,0.0002167832,0.00005922033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000067714,"about_ca_system_score_gemma":0.00007022987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274682,"about_ca_topic_score_gemma":0.0001635503,"domain_scores_codex":[0.9990787,0.00011678,0.0003872903,0.0001409441,0.0001415797,0.0001346938],"domain_scores_gemma":[0.9976552,0.0007021239,0.00007379689,0.001483749,0.00005921314,0.00002588119],"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":[0.000003372667,0.0002594824,0.0004281954,0.0001832322,0.00003543428,6.386457e-7,0.002338263,0.000002114621,0.0008551824,0.9914262,0.0005317591,0.003936155],"study_design_scores_gemma":[0.0002901547,0.00002314278,0.01099994,0.0004905304,0.00005063801,0.000002951287,0.0001675323,0.00364608,0.000643607,0.9772723,0.006250378,0.0001627697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862475,0.01751988,0.02877295,0.00730125,0.0004618768,0.001158261,0.00005876253,0.0006378355,0.05784165],"genre_scores_gemma":[0.9537027,0.000721059,0.04485755,0.00003180129,0.00003097761,0.00006356854,0.00001565653,0.00002447836,0.0005521913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06745519,"threshold_uncertainty_score":0.3734763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09117999508292605,"score_gpt":0.3331396963993903,"score_spread":0.2419597013164642,"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."}}