{"id":"W3098637923","doi":"10.1214/08-aihp170","title":"Poisson matching","year":2009,"lang":"fr","type":"article","venue":"Annales de l Institut Henri Poincaré Probabilités et Statistiques","topic":"Point processes and geometric inequalities","field":"Mathematics","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Physics; Mathematics; Combinatorics; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.003276408,0.0009184777,0.001152311,0.0004798772,0.0004539259,0.0006131283,0.0007232068,0.0005955391,0.000609038],"category_scores_gemma":[0.00332488,0.0009527427,0.0003813603,0.0008938187,0.000521487,0.001733669,0.0001959092,0.001180856,0.0002095582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006395603,"about_ca_system_score_gemma":0.001173651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047091,"about_ca_topic_score_gemma":0.001076942,"domain_scores_codex":[0.9940726,0.0008715195,0.001627477,0.0009780878,0.0007889276,0.001661399],"domain_scores_gemma":[0.9955937,0.001662655,0.0005899395,0.0009265617,0.0007174773,0.0005096556],"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":[0.0001110678,0.0008470996,0.0002558929,0.003144584,0.0001364021,0.000247597,0.01771273,0.0002191377,0.00008476261,0.8912262,0.01327154,0.07274301],"study_design_scores_gemma":[0.0006407701,0.000902505,0.001345679,0.001547301,0.0001668437,0.0003523301,0.001476958,0.000600602,0.0006629423,0.8922641,0.09904196,0.0009979869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3650225,0.06452633,0.3894559,0.08004386,0.001898349,0.00276459,0.002081129,0.001392541,0.09281474],"genre_scores_gemma":[0.6272017,0.007880243,0.3288738,0.009622059,0.0009052341,0.0001260075,0.0002422197,0.0001518356,0.02499687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2621792,"threshold_uncertainty_score":0.9992923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008529568595768,"score_gpt":0.3651839264698878,"score_spread":0.3050986307839301,"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."}}