{"id":"W4283695005","doi":"10.1090/proc/15899","title":"Random 2-cell embeddings of multistars","year":2022,"lang":"lv","type":"article","venue":"Proceedings of the American Mathematical Society","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; H2020 European Research Council; Natural Sciences and Engineering Research Council of Canada; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Grantová Agentura České Republiky","keywords":"Algorithm; Type (biology); Annotation; Artificial intelligence; Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006384365,0.000734387,0.0005830745,0.001289041,0.0009646403,0.001718473,0.001039563,0.001251669,0.01327965],"category_scores_gemma":[0.006708536,0.0005282006,0.0007032948,0.0007117189,0.001195856,0.002253931,0.001768821,0.001138164,0.002370871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009106185,"about_ca_system_score_gemma":0.0003847022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112352,"about_ca_topic_score_gemma":0.001976683,"domain_scores_codex":[0.9992588,0.0002074595,0.00003373342,0.0001370234,0.0001950445,0.0001679471],"domain_scores_gemma":[0.9958636,0.001855056,0.0004210894,0.0006128041,0.0006383735,0.0006090979],"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":[0.001781106,0.0003532532,0.01014836,0.0005793662,0.0001436332,0.001266618,0.0008742677,0.2695102,0.02124365,0.6046542,0.02975581,0.05968951],"study_design_scores_gemma":[0.0001373492,0.0002624532,0.003618604,0.0001235294,0.00004967998,0.0006393342,0.0008674657,0.5577873,0.01071568,0.412693,0.01302653,0.00007902874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666533,0.0004398857,0.1038948,0.0006326909,0.0001999313,0.0001412201,0.001718213,0.0007768417,0.02554316],"genre_scores_gemma":[0.9543978,0.0002211832,0.02735129,0.0002123592,0.00005035138,0.0001792367,0.002835356,0.0004455154,0.0143069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327965,"threshold_uncertainty_score":0.04442483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547190438424935,"score_gpt":0.2693824678874075,"score_spread":0.2539105635031582,"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."}}