{"id":"W4367701204","doi":"10.4230/lipics.icalp.2023.115","title":"Population Protocols with Unordered Data","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Population; Geodetic datum; Computation; Theoretical computer science; Formalism (music); Expressive power; Sequence (biology); Constant (computer programming); Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004235907,0.0005093038,0.0008066149,0.0008989833,0.001710364,0.003637818,0.002126539,0.001459797,0.002836067],"category_scores_gemma":[0.01331611,0.0004323098,0.0009351149,0.001148508,0.004560772,0.01132909,0.005477448,0.003005643,0.000551469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940926,"about_ca_system_score_gemma":0.001889415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031863,"about_ca_topic_score_gemma":0.0008014116,"domain_scores_codex":[0.9938024,0.002228642,0.0005811598,0.001282134,0.001600108,0.0005055246],"domain_scores_gemma":[0.9866398,0.006724065,0.001307322,0.003724088,0.001041365,0.0005633695],"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":[0.00006605701,0.00002441414,0.000298757,0.00004136068,0.00001248585,0.0001048308,0.0005011148,0.008719646,0.001748534,0.9824892,0.0005160802,0.005477481],"study_design_scores_gemma":[0.00006328529,0.00007104791,0.0001186418,0.00004173578,0.00002890859,0.000162339,0.000267021,0.1113293,0.007818906,0.8638632,0.01619526,0.00004029615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06135248,0.0002458792,0.9266787,0.001317711,0.0001086698,0.0001928537,0.0003788245,0.0005036445,0.009221239],"genre_scores_gemma":[0.7774019,0.0003868522,0.2096442,0.000523034,0.0001618312,0.0008530538,0.0004926606,0.0001602832,0.0103762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004235907,"threshold_uncertainty_score":0.02240187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2323712200109445,"score_gpt":0.2408645650398591,"score_spread":0.008493345028914634,"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."}}