{"id":"W634082400","doi":"","title":"ICFP'08 : proceedings of the 2008 SIGPLAN International Conference on Functional Programming : Victoria, British Columbia, Canada, September 22-24, 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","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":[0.002496286,0.0004302227,0.001020695,0.0002350664,0.001109987,0.001484821,0.00153276,0.0004621777,0.0003821389],"category_scores_gemma":[0.002349493,0.0004594769,0.0006661631,0.0002487843,0.0001036072,0.0001260072,0.0005039392,0.0008142892,0.00002722814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698988,"about_ca_system_score_gemma":0.002473676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06353984,"about_ca_topic_score_gemma":0.359455,"domain_scores_codex":[0.9908327,0.0001247488,0.002164892,0.001097467,0.00520074,0.0005794418],"domain_scores_gemma":[0.9885378,0.002801175,0.004319552,0.0004258962,0.003751386,0.00016422],"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":[0.00002626701,0.00003771363,0.02377763,0.00002120174,0.0001849231,0.000004846616,0.0001649618,0.0001214729,0.00001031007,0.004587198,0.962876,0.008187479],"study_design_scores_gemma":[0.0009654252,0.00007898318,0.02213953,0.0006117927,0.00005545551,0.00007410616,0.0001124085,0.006939242,0.000003232199,0.01392456,0.9544829,0.0006123261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01110471,0.0001214469,0.0007661306,0.0001957228,0.01450968,0.001939001,0.001070718,0.0001440848,0.9701485],"genre_scores_gemma":[0.2009101,0.000001174464,0.0003665425,0.0002565334,0.001594319,0.00003550993,0.00006879443,0.00006334075,0.7967037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2959152,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376256841064497,"score_gpt":0.2865582463177223,"score_spread":0.2327956779070773,"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."}}