{"id":"W2910050295","doi":"10.1090/tran/8994","title":"Fixed points of parking functions","year":2023,"lang":"lv","type":"preprint","venue":"Transactions of the American Mathematical Society","topic":"Advanced Combinatorial Mathematics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Simons Foundation","keywords":"Transport engineering; Computer science; Mathematics; Geography; Engineering","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001525116,0.0009520854,0.002987389,0.0001406208,0.000499429,0.00005034422,0.002062672,0.0004622973,0.0004391094],"category_scores_gemma":[0.001383352,0.0007655844,0.003906142,0.00199761,0.002924782,0.0001376584,0.0005171318,0.001927439,0.0001906793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865955,"about_ca_system_score_gemma":0.0003874312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319743,"about_ca_topic_score_gemma":0.00001215763,"domain_scores_codex":[0.9932097,0.000458268,0.002977024,0.0008384602,0.001662225,0.0008543172],"domain_scores_gemma":[0.9859239,0.005550109,0.00425879,0.003402366,0.0006200505,0.0002447791],"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":[0.001150834,0.03507911,0.0008955886,0.130328,0.03809944,0.00001692254,0.1168909,0.03937144,0.03219504,0.561088,0.02386771,0.02101705],"study_design_scores_gemma":[0.0008367578,0.0002830861,0.0002151417,0.003345801,0.002989158,0.00001930311,0.01018494,0.01471976,0.005722105,0.9606336,0.0001868197,0.0008635658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08921135,0.00005299792,0.9030281,0.001708099,0.001763246,0.002193514,0.0006295044,0.0003972098,0.001015918],"genre_scores_gemma":[0.7151321,0.0003790671,0.2783065,0.00008381817,0.0002161949,0.0003805161,0.00001417392,0.0004619918,0.005025676],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6259207,"threshold_uncertainty_score":0.9997887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071352849085643,"score_gpt":0.3152545319075626,"score_spread":0.2645410034167062,"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."}}