{"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"},"query_hash":"5de3ea272d4f","filters":{"venue":"IEEE International Technology Management Conference"}},"results":[{"id":"W2364690702","doi":"","title":"Collaborative and virtual architectural design in second life: FINC-AV experiment","year":2008,"lang":"en","type":"article","venue":"IEEE International Technology Management Conference","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Studio; Architecture; Design studio; Context (archaeology); Architectural design; Computer science; Focus (optics); Engineering design process; Process (computing); Multimedia; Human–computer interaction; Engineering; Architectural engineering; Visual arts; Telecommunications; Art; Operating system; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02263908113614936,"gpt":0.2500219374040168,"spread":0.2273828562678675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006208237,0.0001508635,0.000133077,0.0004093028,0.00005081519,0.00002156928,0.0003472031,0.00008869363,0.00009791571],"category_scores_gemma":[0.00001682235,0.0001679087,0.00001312363,0.0002468542,0.0001633196,0.0000845357,0.00009513429,0.0001856765,0.00003419434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008111041,"about_ca_system_score_gemma":0.00002190706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007160119,"about_ca_topic_score_gemma":0.00004113876,"domain_scores_codex":[0.9991842,0.00001057936,0.0002340042,0.0002547914,0.000141256,0.0001751651],"domain_scores_gemma":[0.9996315,0.00004034393,0.00003516144,0.0001848308,0.00007187219,0.00003627336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001242931,0.0003506218,0.003316799,0.00007932791,0.0008478924,0.0002701922,0.004160063,0.5695408,0.04543081,0.2985589,0.006577294,0.07074305],"study_design_scores_gemma":[0.002349163,0.0002238545,0.008441572,0.0001421663,0.00002442512,0.00007996916,0.001254834,0.8900921,0.06878954,0.02040444,0.007213778,0.0009841531],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294341,0.00009940626,0.3655683,0.0006960169,0.0002836745,0.0004118559,0.0000135549,0.0003402286,0.003152906],"genre_scores_gemma":[0.9787858,0.0001915745,0.02016905,0.00006099229,0.00002239154,0.000409119,0.000006735322,0.00001450396,0.0003398909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493517,"threshold_uncertainty_score":0.684712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550241832","doi":"","title":"Collaboration in the age of augmented reality","year":2008,"lang":"en","type":"article","venue":"IEEE International Technology Management Conference","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University","funders":"","keywords":"Collaborative software; Computer science; The Internet; Parallels; Human–computer interaction; Augmented reality; Focus (optics); World Wide Web; Virtual reality; Multimedia; Dimension (graph theory); Virtual world; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.06517447672113796,"gpt":0.3499358528301257,"spread":0.2847613761089877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003290929,0.00005457794,0.00007320113,0.0002502423,0.00007301867,0.0000170297,0.0005461063,0.00006532947,0.0000402391],"category_scores_gemma":[0.00009643127,0.0000488623,0.00001660858,0.0004736548,0.0002363254,0.00008761463,0.00002655116,0.00009056137,0.00001009289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005855676,"about_ca_system_score_gemma":0.00003042632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266647,"about_ca_topic_score_gemma":0.0004198513,"domain_scores_codex":[0.9992492,0.00005543088,0.0001645051,0.0001265255,0.0002938831,0.0001104664],"domain_scores_gemma":[0.9996151,0.00005996661,0.00005856088,0.0001549693,0.0001028892,0.000008463378],"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":[0.00002629317,0.0002332662,0.08907032,0.00001844401,0.00008588796,0.0002982887,0.007767866,0.0003281465,0.0005804442,0.887411,0.006038707,0.008141355],"study_design_scores_gemma":[0.003041147,0.0002451241,0.4200338,0.0003708388,0.0000598941,0.00003410346,0.0330045,0.001925937,0.00371254,0.1064646,0.4302185,0.0008889439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7716302,0.00003042254,0.1161306,0.01807123,0.001104914,0.0006240433,0.00001369166,0.0003380637,0.09205683],"genre_scores_gemma":[0.9982225,0.0001625668,0.0005926943,0.00009716652,0.00002661962,0.00005104669,0.000007391652,0.000002553423,0.0008374954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7809464,"threshold_uncertainty_score":0.1992547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}