{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"34e6bf386953","filters":{"venue":"Symposium on the Theory of Computing"}},"results":[{"id":"W12283636","doi":"","title":"Proceedings of the thiry-fourth annual ACM symposium on Theory of computing","year":2002,"lang":"en","type":"article","venue":"Symposium on the Theory of Computing","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Computation; Graph theory; Quantum computer; Library science; Theoretical computer science; Algorithm; Quantum; Mathematics","authors":[{"name":"John H. Reif","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02015119674219948,"gpt":0.2296310197726421,"spread":0.2094798230304426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004296941,0.001820038,0.003409706,0.002014952,0.0019254,0.007538752,0.002521405,0.002164446,0.1052102],"category_scores_gemma":[0.01256167,0.0008653236,0.001413717,0.002457964,0.002317757,0.007673071,0.004073001,0.008005902,0.0336253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697665,"about_ca_system_score_gemma":0.003627018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050109,"about_ca_topic_score_gemma":0.003045975,"domain_scores_codex":[0.9966033,0.001022137,0.0002758672,0.0005096006,0.001342478,0.0002467037],"domain_scores_gemma":[0.992304,0.00283823,0.0002316453,0.001703996,0.001668435,0.001253753],"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":[0.0002508542,0.0001448269,0.001034324,0.000559565,0.0002092608,0.0001823274,0.0003332211,0.001027637,0.0009798656,0.07151004,0.7642097,0.1595584],"study_design_scores_gemma":[0.00003801079,0.00005609135,0.0004868394,0.0002760403,0.00006948176,0.000217439,0.00009715222,0.003028959,0.0003145025,0.05425812,0.9411272,0.00003013915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00803664,0.1763434,0.2711356,0.07199777,0.1305341,0.0009279823,0.00650319,0.005437913,0.3290834],"genre_scores_gemma":[0.08314333,0.1682831,0.1253276,0.01803898,0.05865035,0.001667534,0.01884925,0.003510917,0.5225289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1052102,"threshold_uncertainty_score":0.3519631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000633080","doi":"","title":"Sublinear geometrie algorithms","year":2003,"lang":"en","type":"article","venue":"Symposium on the Theory of Computing","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sublinear function; Computer science; Algorithm; Mathematics; Discrete mathematics","authors":[{"name":"Bernard Chazelle","is_ca":false},{"name":"Ding Liu","is_ca":false},{"name":"Avner Magen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01147465320059765,"gpt":0.2317345569735504,"spread":0.2202599037729528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511378,0.001038255,0.001127153,0.001648092,0.000866804,0.002798668,0.001001788,0.001065927,0.01334341],"category_scores_gemma":[0.004491287,0.000536575,0.0009105509,0.001512819,0.002139778,0.003823364,0.002561788,0.00698632,0.003033585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002835947,"about_ca_system_score_gemma":0.001245668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199554,"about_ca_topic_score_gemma":0.002187354,"domain_scores_codex":[0.9991998,0.0002840646,0.00003654179,0.0001353728,0.0002696414,0.00007450375],"domain_scores_gemma":[0.9981292,0.0009765493,0.00006994115,0.0004035143,0.0003045093,0.0001162672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006720254,0.00003701062,0.0002363374,0.0000839588,0.00003037659,0.00001682448,0.00009169953,0.007794724,0.0008567385,0.9107189,0.02163373,0.05843255],"study_design_scores_gemma":[0.00002878447,0.00002500424,0.0002492675,0.0000320669,0.00001423992,0.00004398561,0.00002929995,0.08193264,0.0009379602,0.8850716,0.03162221,0.00001290544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02480693,0.01761743,0.7936522,0.01010663,0.00331041,0.00008646783,0.0005106915,0.001342054,0.1485672],"genre_scores_gemma":[0.4654071,0.0135823,0.3189785,0.003812453,0.004263541,0.0004707813,0.001457584,0.001370835,0.1906569],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01334341,"threshold_uncertainty_score":0.04463822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}