{"id":"W4415006878","doi":"10.1145/3763108","title":"Float Self-Tagging","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ACM on Programming Languages","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Heap (data structure); Bitwise operation; Register allocation; Compile time; Compiler; Floating point; Program transformation; Transformation (genetics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00009329936,0.000101771,0.0001051605,0.00006816543,0.00007681062,0.00005422541,0.0007368305,0.00004400466,0.000001725638],"category_scores_gemma":[0.0004199757,0.00007744375,0.00005732619,0.000324736,0.00002506913,0.00004404451,0.0001805314,0.0001283259,0.000006649779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000279278,"about_ca_system_score_gemma":0.000006447798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003700006,"about_ca_topic_score_gemma":9.750032e-7,"domain_scores_codex":[0.9994767,0.000001058746,0.0001304607,0.0001146449,0.0001037754,0.0001734054],"domain_scores_gemma":[0.9995663,0.00008949595,0.00003671516,0.0002335131,0.00005078728,0.00002319956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002239089,0.0006308152,0.02302953,0.002554441,0.000649422,0.000002810295,0.003600853,0.001544519,0.150816,0.3313624,0.09179368,0.3939932],"study_design_scores_gemma":[0.0003746579,0.00003562554,0.003482443,0.0005642251,0.0001183418,0.000003826409,0.001126627,0.00247702,0.8530359,0.007926668,0.1305451,0.0003095832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761447,0.000209536,0.0000161324,0.002065906,0.0001238738,0.0002996672,0.000004697377,0.0005520064,0.02058352],"genre_scores_gemma":[0.9857914,0.00003467147,0.01373522,0.0001092668,0.00003640587,0.00008956048,9.837066e-7,0.00001607299,0.0001864542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7022199,"threshold_uncertainty_score":0.3158064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004563182870829506,"score_gpt":0.2291349065713245,"score_spread":0.2245717237004949,"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."}}