{"id":"W2336008643","doi":"10.1017/cbo9780511550881.017","title":"EFFECTIVE MULTITHREADING","year":2000,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Multithreading; Computer science; Programming language; Thread (computing)","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":[0.0001397748,0.0004859223,0.0004289926,0.0002972372,0.0002368977,0.0001319151,0.001749104,0.0002689516,0.00001102896],"category_scores_gemma":[0.000002996452,0.0005932432,0.0002751285,0.00001990701,0.0001378274,0.0002152976,0.001088961,0.0004803144,0.0001447143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676132,"about_ca_system_score_gemma":0.00007397521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052142,"about_ca_topic_score_gemma":0.000002527172,"domain_scores_codex":[0.9979225,0.000072709,0.0001944597,0.0009879343,0.0003882001,0.000434128],"domain_scores_gemma":[0.9980532,0.0001318023,0.0002138605,0.001306937,0.00008105084,0.0002131498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002770608,0.000008311934,4.253811e-7,0.00004289908,0.0001688961,0.0008218545,0.0000346633,0.000196391,0.000004691079,0.908494,0.0316566,0.05854354],"study_design_scores_gemma":[0.0005659049,0.00007423933,0.000008983001,0.000201593,0.0001204792,0.000009532643,0.000002652894,0.005423259,0.0001545288,0.00004858445,0.9927933,0.0005969442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001623147,0.0001272534,0.06186327,0.00001159498,0.0003555922,0.001072802,0.00003190339,0.0004412298,0.9360802],"genre_scores_gemma":[0.00100255,0.0001265289,0.001098277,0.0001622848,0.0001579568,0.000004725395,0.00001917159,0.00004632175,0.9973822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9611367,"threshold_uncertainty_score":0.9996519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309687137553218,"score_gpt":0.1853111514468598,"score_spread":0.1722142800713276,"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."}}