{"meta":{"query_hash":"5de3ea272d4f","filters":{"venue":"IEEE International Technology Management Conference"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5de3ea272d4f","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.022639081136149364,"score_gpt":0.25002193740401685,"score_spread":0.22738285626786747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364690702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98040134,0.000038132777,0.0027621868,0.00019339011,0.000042597545,0.0006239418,0.00020716274,0.00020918096,0.0155221885],"genre_scores_gemma":[0.97140133,0.00004586684,0.015740106,0.00027609745,0.000028422553,0.0013167628,0.0004778646,0.00010530069,0.0106082875],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9959341,0.0017743297,0.00017411305,0.0006820177,0.0008658747,0.0005694179],"domain_scores_gemma":[0.9892266,0.0045823646,0.0003349744,0.0019167467,0.0011374938,0.0028016963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006875564,0.0010064968,0.0010808097,0.0010773567,0.004754478,0.0029486346,0.0025210285,0.0037444988,0.007507862],"category_scores_gemma":[0.010252922,0.00068813673,0.0006589423,0.0007973269,0.0037613572,0.0023335547,0.0037226405,0.003112695,0.0012790194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025387475,0.1507194,0.041530743,0.0013409656,0.00023376933,0.0046375226,0.3894852,0.020767787,0.08177617,0.057149947,0.029066207,0.19790477],"study_design_scores_gemma":[0.015315284,0.1023987,0.10499545,0.0005710696,0.00029435908,0.0035305396,0.19287208,0.09329421,0.082052484,0.049637116,0.3536009,0.001437851],"about_ca_topic_score_codex":0.007732186,"about_ca_topic_score_gemma":0.014562316,"teacher_disagreement_score":0.007732186,"about_ca_system_score_codex":0.0023988432,"about_ca_system_score_gemma":0.0030044988,"threshold_uncertainty_score":0.036361873},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06517447672113796,"score_gpt":0.3499358528301257,"score_spread":0.2847613761089877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550241832","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07431396,0.04420459,0.46900457,0.05141482,0.0022797934,0.00016654155,0.00022189971,0.0018980152,0.3564959],"genre_scores_gemma":[0.78426445,0.018075533,0.16297582,0.0034939358,0.0018057803,0.0003594228,0.00018803279,0.00026237778,0.028574558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99370813,0.003647422,0.00027998805,0.0006710472,0.0012881183,0.00040526755],"domain_scores_gemma":[0.9937443,0.0025529081,0.00050242036,0.0019067881,0.00062680844,0.0006668199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063151214,0.0006399854,0.0006723983,0.0012053186,0.004019352,0.013681426,0.0016894274,0.003376598,0.007252615],"category_scores_gemma":[0.008413169,0.00069791666,0.000542701,0.0010620068,0.0093995845,0.023609294,0.009972524,0.0034556168,0.0018751518],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012307953,0.00004314009,0.0011129138,0.0002941781,0.000037212216,0.00026197263,0.01146873,0.0017359606,0.0011969956,0.86185014,0.0095542995,0.11232133],"study_design_scores_gemma":[0.000032634623,0.00015874,0.0008431009,0.0004327428,0.00004338014,0.0010077065,0.006426675,0.0047103027,0.0011295032,0.48993254,0.49520522,0.00007747873],"about_ca_topic_score_codex":0.0014422744,"about_ca_topic_score_gemma":0.0013914547,"teacher_disagreement_score":0.013681426,"about_ca_system_score_codex":0.0014522915,"about_ca_system_score_gemma":0.0016755277,"threshold_uncertainty_score":0.033397973},"labels":[],"label_agreement":null}]}