{"id":"W2966443864","doi":"10.48550/arxiv.1908.00832","title":"The dimer model on Riemann surfaces, I","year":2019,"lang":"fr","type":"preprint","venue":"arXiv (Cornell University)","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dimer; Riemann surface; Mathematics; Physics; Pure 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009382548,0.0007231585,0.0008314361,0.00009837903,0.0005112743,0.0001951651,0.001544925,0.0007424177,0.0003409597],"category_scores_gemma":[0.0003317239,0.0005984554,0.0006349667,0.0003070611,0.0004386201,0.0001531722,0.001175371,0.001403999,0.003190211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576053,"about_ca_system_score_gemma":0.0002197358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007746183,"about_ca_topic_score_gemma":0.0000771084,"domain_scores_codex":[0.9969478,0.0002666924,0.000569725,0.001142421,0.0002578727,0.0008154793],"domain_scores_gemma":[0.9941311,0.002288124,0.0006308961,0.002404173,0.0002472695,0.0002984367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006229992,0.0002627674,0.00009634782,0.000272799,0.0002105154,0.00003579109,0.0001345685,0.3960515,0.000008306257,0.6012242,0.001543059,0.00009784258],"study_design_scores_gemma":[0.0002858364,0.00004774834,0.00004144538,0.000243729,0.0002205634,0.00000179656,0.00009997182,0.5570586,0.000008485556,0.4384979,0.003101846,0.0003920211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5116687,0.000273417,0.3283169,0.001264303,0.001595655,0.001812947,0.0002730449,0.0001897924,0.1546052],"genre_scores_gemma":[0.7911112,0.0009070886,0.0009720481,0.0001237758,0.00007111514,0.000001882501,0.00002162696,0.0000870212,0.2067042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3273449,"threshold_uncertainty_score":0.9996467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105237317700354,"score_gpt":0.2114655951446012,"score_spread":0.1062282774442472,"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."}}