{"id":"W4394846876","doi":"10.4171/qt/206","title":"A perturbed-Alexander invariant","year":2024,"lang":"en","type":"article","venue":"Quantum Topology","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Invariant (physics); Pure mathematics; Mathematical 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001975534,0.0001521637,0.0002259456,0.0001055644,0.00006732738,0.00003293858,0.0001967553,0.0001555847,0.002242361],"category_scores_gemma":[0.000440578,0.0001261578,0.0000811759,0.00014927,0.0001591242,0.00009051146,0.0000950009,0.0003015344,0.0004441946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005775916,"about_ca_system_score_gemma":0.0000621112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001177169,"about_ca_topic_score_gemma":0.00002110217,"domain_scores_codex":[0.9989124,0.00006871167,0.0002507126,0.0003232596,0.0001227551,0.0003221513],"domain_scores_gemma":[0.9987326,0.0007668399,0.00003301582,0.0003764503,0.00002717615,0.00006391145],"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":[0.000006019278,0.0000287251,0.00002514713,0.00007960845,0.00003819671,0.0001751422,0.0004493986,5.103301e-7,0.0003472336,0.9840563,0.01380247,0.0009912325],"study_design_scores_gemma":[0.0001204881,0.00006415255,0.0000277118,0.00003030451,0.00002426889,0.0001936259,0.0001161862,0.001643933,0.0003673988,0.9332771,0.06398676,0.0001480306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4123884,0.007459145,0.3999127,0.0297742,0.01164265,0.0009606987,0.00004518399,0.002952623,0.1348644],"genre_scores_gemma":[0.9698381,0.00006910235,0.01628057,0.0007497691,0.0006765028,0.00004036357,0.000005026939,0.00006436163,0.01227615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5574498,"threshold_uncertainty_score":0.9986697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06380865577021563,"score_gpt":0.3625460797238007,"score_spread":0.298737423953585,"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."}}