{"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":"59acf0d09921","filters":{"venue":"Computer and Information Technology"}},"results":[{"id":"W2362438501","doi":"","title":"Traffic Accident Scene Image Registration Algorithm Experimental Verification","year":2014,"lang":"en","type":"article","venue":"Computer and Information Technology","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"La Cité Collégiale","funders":"","keywords":"Computer science; Computation; Artificial intelligence; Computer vision; Algorithm; Image (mathematics); Image registration; Feature (linguistics); Matching (statistics); Genetic algorithm; Point (geometry); Traffic accident; Ant colony optimization algorithms; Algorithm design; Blossom algorithm; Mathematics; Engineering; Machine learning","authors":[{"name":"Lu Ju","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004901125183332574,"gpt":0.2126549027337999,"spread":0.2077537775504673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001610868,0.0005669957,0.0005050862,0.001354651,0.0005861695,0.0006686208,0.0008108848,0.0006998115,0.004739618],"category_scores_gemma":[0.003324209,0.0002984179,0.0005703377,0.0009697625,0.0005494627,0.001067992,0.0006315194,0.000558378,0.001127461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527026,"about_ca_system_score_gemma":0.0007845418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504563,"about_ca_topic_score_gemma":0.002172364,"domain_scores_codex":[0.9983877,0.0003047642,0.0001118517,0.0002969073,0.0008026681,0.00009617701],"domain_scores_gemma":[0.998337,0.0002141331,0.00007542269,0.0003162329,0.001014802,0.00004235533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001472331,0.0008951505,0.01220979,0.0007889165,0.0002006603,0.0004881538,0.0009077819,0.1076973,0.2138185,0.009950362,0.01140949,0.6401616],"study_design_scores_gemma":[0.0002761632,0.0009862434,0.02220285,0.00004124258,0.0001722392,0.0009906592,0.0005006181,0.6754905,0.2785151,0.001891881,0.01878743,0.0001450203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2010878,0.0001913203,0.7824457,0.0003081519,0.0001987391,0.0006521919,0.0002607814,0.00489198,0.009963194],"genre_scores_gemma":[0.7206847,0.0002626714,0.2691924,0.00006606282,0.00003831438,0.000489954,0.0005651852,0.0004192314,0.008281549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004739618,"threshold_uncertainty_score":0.01585561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2366920545","doi":"","title":"Discussion on Product Oriented Programming Model and Suggestion on Its Implementation","year":2010,"lang":"en","type":"article","venue":"Computer and Information Technology","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Computer science; Programming paradigm; Inductive programming; Programming language; Product (mathematics); Software engineering; New product development; Programming domain; Mathematics","authors":[{"name":"Zhou Zong-yi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007319247268834594,"gpt":0.2271595638678394,"spread":0.2198403165990048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003447704,0.0004735267,0.0003055924,0.001508747,0.001218523,0.002820286,0.001526064,0.001946017,0.007694598],"category_scores_gemma":[0.006405129,0.0003228995,0.0007695936,0.001922377,0.00178467,0.004374193,0.00100289,0.002507861,0.002480887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297493,"about_ca_system_score_gemma":0.002272533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212142,"about_ca_topic_score_gemma":0.001169616,"domain_scores_codex":[0.9969428,0.001117938,0.00019847,0.0003687619,0.001211305,0.0001606781],"domain_scores_gemma":[0.9980478,0.0007247878,0.0001178673,0.0002027286,0.0008105334,0.0000961817],"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":[0.0000412689,0.00008318756,0.000765921,0.0005426854,0.0000150824,0.000633514,0.001071469,0.002827412,0.00196066,0.8534406,0.02972702,0.1088911],"study_design_scores_gemma":[0.00003755769,0.0001291657,0.001030474,0.001007778,0.00003232988,0.001943368,0.00120763,0.01340813,0.002748914,0.368812,0.609564,0.00007859478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006905273,0.01319441,0.8215726,0.05374383,0.003081658,0.000333135,0.0001994584,0.0008057337,0.1001639],"genre_scores_gemma":[0.1925665,0.04064987,0.6594474,0.01965711,0.002921798,0.001287631,0.0007031871,0.0007483723,0.08201804],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007694598,"threshold_uncertainty_score":0.02574098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}