{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"b9115d2acb1b","filters":{"venue":"American Journal of Signal and Image Processing"}},"results":[{"id":"W7143812471","doi":"10.71465/ajsip983","title":"Signal Processing Approaches for Real-Time Face Detection in Images","year":2022,"lang":"","type":"article","venue":"American Journal of Signal and Image Processing","topic":"Face and Expression Recognition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Signal processing; Face detection; Pattern recognition (psychology); Face (sociological concept); Discrete wavelet transform; Image processing; Wavelet transform; Haar wavelet; Biometrics","authors":[{"name":"Dr. Anna M. Collins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01972877818920778,"gpt":0.246347290112881,"spread":0.2266185119236732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267436,0.001286916,0.000705003,0.001378188,0.0002940283,0.001095116,0.001016169,0.001171915,0.003775944],"category_scores_gemma":[0.001323732,0.0003241233,0.000747005,0.001492613,0.0003955331,0.001201142,0.0005986097,0.00136557,0.002737667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405771,"about_ca_system_score_gemma":0.0003944666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008363457,"about_ca_topic_score_gemma":0.000996227,"domain_scores_codex":[0.9994738,0.00006785562,0.00003432337,0.00009901316,0.0002945465,0.00003057122],"domain_scores_gemma":[0.9996673,0.0001190513,0.00003828775,0.00005551657,0.0001102721,0.000009696292],"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":[0.0000935095,0.0001075101,0.000456451,0.0005631412,0.0000990674,0.0001266271,0.00008218155,0.02833405,0.08306178,0.02160291,0.004430066,0.8610427],"study_design_scores_gemma":[0.00003296247,0.0003770416,0.00227643,0.0002259377,0.0001370661,0.001184927,0.00009577357,0.8282856,0.08630691,0.03320935,0.04778402,0.00008386742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001875056,0.002483551,0.9934457,0.0001401,0.0001056973,0.00003846788,0.00005610644,0.0004522371,0.001403035],"genre_scores_gemma":[0.08219758,0.01016221,0.899987,0.0003308168,0.0005769982,0.0002533831,0.0004152862,0.0001634612,0.005913174],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003775944,"threshold_uncertainty_score":0.01263183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}