{"id":"W641984687","doi":"","title":"Proceedings of the 2006 ACM SIGPLAN/SIGBED Conference for Languages, Compilers, and Tools for Embedded Systems : LCTES 2006 : June 14-16, 2006, Ottawa, Ontario, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Compiler; Library science; Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002226298,0.0007017913,0.001268117,0.0001491189,0.0006231185,0.001162502,0.001862392,0.0005120189,0.000001059747],"category_scores_gemma":[0.0007982061,0.0006256199,0.0003980146,0.0001118317,0.00005614416,0.0002124791,0.0004520901,0.0005130389,5.686086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708151,"about_ca_system_score_gemma":0.002485944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1841908,"about_ca_topic_score_gemma":0.3570189,"domain_scores_codex":[0.9958844,0.0001188065,0.00141115,0.0009439099,0.0008092643,0.0008324843],"domain_scores_gemma":[0.9907593,0.003853133,0.003175671,0.0005717785,0.001511868,0.0001282527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002732064,0.0000378464,0.001707015,0.001043854,0.0003444488,7.879942e-7,0.0006616399,0.001755244,0.00004802797,0.04649062,0.9464855,0.001397718],"study_design_scores_gemma":[0.002941727,0.0002153186,0.001319291,0.00140165,0.0003130516,0.000020849,0.0001134709,0.08363504,0.000073893,0.00487208,0.9037203,0.001373357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00643171,0.001678694,0.44907,0.002268715,0.0162293,0.02575874,0.02487474,0.001356872,0.4723313],"genre_scores_gemma":[0.1463519,9.732693e-7,0.007553847,0.000403036,0.0009726611,0.0002509435,0.002789002,0.0001243689,0.8415533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4415161,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346188549942486,"score_gpt":0.2194767850631832,"score_spread":0.2060148995637583,"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."}}