{"id":"W2027982484","doi":"10.1145/1122480.1122499","title":"2005","year":2006,"lang":"en","type":"article","venue":"ACM SIGACT News","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Column (typography); Information retrieval; Library science; Telecommunications; Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005720941,0.001014041,0.0008051298,0.001418721,0.001177711,0.00556081,0.001404732,0.001918875,0.660831],"category_scores_gemma":[0.002192655,0.0004065714,0.0005570854,0.001848744,0.0004482126,0.002821656,0.001299047,0.001603156,0.6595793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975552,"about_ca_system_score_gemma":0.001586428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005250327,"about_ca_topic_score_gemma":0.009047839,"domain_scores_codex":[0.9994676,0.00004012279,0.00003848934,0.000161066,0.0002307172,0.00006210937],"domain_scores_gemma":[0.9987877,0.0001090235,0.00005190138,0.0002465449,0.0005867318,0.0002181265],"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":[0.0000299207,0.00001843037,0.0001410544,0.00006776784,0.000003707598,0.00002968078,0.00001664861,0.00006680245,0.0001810415,0.004899545,0.9269802,0.06756522],"study_design_scores_gemma":[0.000003752485,0.00000692552,0.0001878949,0.00004774136,0.000001737439,0.00003704711,0.00001785556,0.00007972604,0.00009545472,0.001144788,0.9983737,0.000003284094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001029559,0.005896254,0.004917401,0.01138946,0.01553428,0.0001250875,0.01835719,0.002772524,0.9399783],"genre_scores_gemma":[0.002706037,0.003101059,0.001515026,0.002393104,0.001095665,0.00005193468,0.01097681,0.0004403704,0.97772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.339169,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876000521620824,"score_gpt":0.2568832196939013,"score_spread":0.238123214477693,"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."}}