{"meta":{"query_hash":"655a10a3f1e7","filters":{"venue":"Volume graphics ..."},"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/655a10a3f1e7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Volume+graphics+..."},"results":[{"id":"W4232737280","doi":"10.1109/vg.2005.194102","title":"Volume rendering for high dynamic range displays","year":2005,"lang":"en","type":"article","venue":"Volume graphics ...","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Michael G. DeGroote Institute for Infectious Disease Research, McMaster University","keywords":"Rendering (computer graphics); Volume rendering; Computer science; High dynamic range; Tone mapping; Computer graphics (images); Real-time rendering; Dynamic range; Computer vision; 3D rendering; Transfer function; Artificial intelligence","score_opus":0.01472528393600484,"score_gpt":0.2682188604999005,"score_spread":0.25349357656389565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232737280","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010500452,0.00075068994,0.9801135,0.00017672485,0.00006390388,0.000032818727,0.000021869222,0.0012852863,0.007054848],"genre_scores_gemma":[0.3893326,0.0017863654,0.5987683,0.00017914023,0.00023112171,0.00009453658,0.00012997913,0.0009298314,0.008548088],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995623,0.00011014473,0.00001225622,0.000043487355,0.00023129254,0.000040478888],"domain_scores_gemma":[0.99938536,0.00037773204,0.00003196256,0.000091693604,0.00008116386,0.00003210339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005105014,0.0004437158,0.00038085654,0.00032917655,0.0003431485,0.001539559,0.00062724337,0.00047710675,0.006472753],"category_scores_gemma":[0.002114546,0.0002783508,0.00049228227,0.00033086797,0.0006602989,0.000925168,0.0008041008,0.0012448705,0.0011875045],"study_design_candidate":"not_applicable","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":[0.00023001041,0.000084069536,0.00046025644,0.00031176963,0.000031015144,0.00037929285,0.0004239509,0.06590658,0.4215656,0.20351346,0.0059762974,0.30111775],"study_design_scores_gemma":[0.0000709539,0.00019626868,0.0012244516,0.00007212689,0.000036005385,0.0015284226,0.000091620954,0.61427814,0.16995221,0.15204293,0.060425878,0.00008105486],"about_ca_topic_score_codex":0.00025468352,"about_ca_topic_score_gemma":0.00029296364,"teacher_disagreement_score":0.006472753,"about_ca_system_score_codex":0.00033948882,"about_ca_system_score_gemma":0.00019412854,"threshold_uncertainty_score":0.021653533},"labels":[],"label_agreement":null},{"id":"W4238261189","doi":"10.1145/827052.827053","title":"Rapid emission tomography reconstruction","year":2003,"lang":"en","type":"article","venue":"Volume graphics ...","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Software implementation; Graphics; Rendering (computer graphics); Implementation; Graphics hardware; Software; Attenuation; Volume (thermodynamics); Speedup; Iterative reconstruction; Algorithm; Computer graphics; Expectation–maximization algorithm; Maximization; Volume rendering; Maximum likelihood; Computer hardware; Computer graphics (images); Parallel computing; Computer vision; Mathematical optimization; Mathematics","score_opus":0.020631133536544936,"score_gpt":0.27282413413943274,"score_spread":0.2521930006028878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238261189","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":[0.0027635272,0.0005245293,0.99285674,0.00030099333,0.00010872745,0.00003779609,0.0001709665,0.0012671789,0.001969688],"genre_scores_gemma":[0.018259462,0.00069423905,0.97755253,0.00017681732,0.00005680346,0.00009776204,0.00026702645,0.000256486,0.0026388906],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999438,0.00011162066,0.000037063546,0.00011056545,0.00026387436,0.00003889883],"domain_scores_gemma":[0.9994261,0.00018654719,0.00006182008,0.00014813569,0.00012992277,0.000047578626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014050852,0.00073177845,0.00055686774,0.00070375745,0.00029751507,0.0015652954,0.0013130021,0.00121917,0.008666943],"category_scores_gemma":[0.002515636,0.0007051616,0.00056962954,0.000619026,0.00032079,0.0017288406,0.0013810713,0.001312959,0.0030157377],"study_design_candidate":"bench_or_experimental","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":[0.0004555681,0.00015679492,0.0027055908,0.00052711176,0.00021858104,0.0011146457,0.00016910296,0.038684867,0.24225956,0.03582452,0.020688474,0.6571951],"study_design_scores_gemma":[0.00027148722,0.0004554434,0.0031974448,0.00010480689,0.00024068748,0.008136694,0.00009171869,0.5189654,0.22477631,0.026032379,0.21749313,0.00023444183],"about_ca_topic_score_codex":0.00045487427,"about_ca_topic_score_gemma":0.0011928203,"teacher_disagreement_score":0.008666943,"about_ca_system_score_codex":0.00038619168,"about_ca_system_score_gemma":0.0005339569,"threshold_uncertainty_score":0.028993785},"labels":[],"label_agreement":null}]}