{"meta":{"query_hash":"b1faf32fe83a","filters":{"venue":"International Symposium on Image and Signal Processing and Analysis"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/b1faf32fe83a","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Symposium+on+Image+and+Signal+Processing+and+Analysis"},"results":[{"id":"W2113739150","doi":"","title":"Horizontal features based illumination normalization method for face recognition","year":2011,"lang":"en","type":"article","venue":"International Symposium on Image and Signal Processing and Analysis","topic":"Face and Expression Recognition","field":"Computer Science","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":"Toronto Metropolitan University","funders":"","keywords":"Artificial intelligence; Normalization (sociology); Decimation; Facial recognition system; Computer science; Computer vision; Face (sociological concept); Pattern recognition (psychology); Similarity (geometry); Gamma correction; Similarity measure; Transformation (genetics); Filter (signal processing); Image (mathematics)","score_opus":0.01778154857302504,"score_gpt":0.27077920564032576,"score_spread":0.2529976570673007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113739150","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":[0.025532993,0.0011502065,0.9678371,0.000079625,0.00014318223,0.00006289792,0.00014261273,0.0012586953,0.0037927488],"genre_scores_gemma":[0.26796216,0.0024190468,0.71908325,0.00014754571,0.00020096225,0.00020926961,0.00070134253,0.00021766989,0.0090586785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996953,0.000032800297,0.00001397896,0.00008043585,0.00014808404,0.000029386218],"domain_scores_gemma":[0.99981433,0.000035742065,0.000022665801,0.00004156723,0.00007669804,0.000009034372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023433234,0.00042883895,0.00045966115,0.00076458923,0.0003581994,0.00035305353,0.00046784148,0.00027912363,0.0033233184],"category_scores_gemma":[0.00046167517,0.00020520148,0.0005175839,0.0006999229,0.00026785518,0.0005910379,0.00038198647,0.0004914269,0.0014488664],"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":[0.00010059525,0.0000549756,0.0010461434,0.00014167614,0.000054598673,0.0000847585,0.00006583974,0.00442301,0.12801608,0.0030237462,0.003265193,0.8597234],"study_design_scores_gemma":[0.000047312806,0.00038452132,0.01818709,0.00009342197,0.0002451086,0.0027808873,0.0001869681,0.3693023,0.5434865,0.006233197,0.058893863,0.00015895537],"about_ca_topic_score_codex":0.0010885975,"about_ca_topic_score_gemma":0.0016925049,"teacher_disagreement_score":0.0033233184,"about_ca_system_score_codex":0.00026316557,"about_ca_system_score_gemma":0.000393158,"threshold_uncertainty_score":0.011117578},"labels":[],"label_agreement":null}]}