{"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","author_layer_release":"2026-06-26"},"query_hash":"454613bf1381","filters":{"venue":"2022 IEEE Region 10 Symposium (TENSYMP)"}},"results":[{"id":"W4293869239","doi":"10.1109/tensymp54529.2022.9864557","title":"Detecting emotions from human speech: role of gender information","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Region 10 Symposium (TENSYMP)","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gesture; Set (abstract data type); Computer science; Emotion recognition; Speech recognition; Human communication; Affective computing; Natural language processing; Human–computer interaction; Psychology; Artificial intelligence; Communication","authors":[{"name":"Manish Gupta","is_ca":false},{"name":"Tirth Patel","is_ca":false},{"name":"Sapan H. Mankad","is_ca":false},{"name":"Tarjni Vyas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03720108042639809,"gpt":0.2787186970837736,"spread":0.2415176166573755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006297916,0.0006478739,0.0004099835,0.0003711405,0.0002024728,0.0007243966,0.000328116,0.000437792,0.002496551],"category_scores_gemma":[0.001900664,0.00008526109,0.0002850914,0.0001982749,0.000181068,0.0007385736,0.0005153134,0.0004665974,0.002087638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047391,"about_ca_system_score_gemma":0.0001761025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255743,"about_ca_topic_score_gemma":0.002625959,"domain_scores_codex":[0.9995753,0.0001129229,0.00002342697,0.0001404354,0.00008655512,0.00006131148],"domain_scores_gemma":[0.9994959,0.0002036192,0.00003179384,0.00008358843,0.0001425048,0.00004261664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002975061,0.0004012664,0.02157019,0.0005201114,0.0001551372,0.0005472221,0.0006212274,0.006467446,0.2646125,0.0007809064,0.02022084,0.6811281],"study_design_scores_gemma":[0.0001445334,0.002594515,0.2045982,0.0002799237,0.0004571824,0.002706441,0.002916795,0.3558006,0.3721964,0.005091829,0.05302829,0.0001851769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906331,0.002552117,0.07899249,0.0009174594,0.0009438712,0.0001845939,0.005736135,0.003451958,0.01658822],"genre_scores_gemma":[0.9390196,0.0009116312,0.04308314,0.0003946465,0.0002245127,0.0001241144,0.007288819,0.0001495466,0.008803921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002496551,"threshold_uncertainty_score":0.008351743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293868991","doi":"10.1109/tensymp54529.2022.9864436","title":"Interference issues in LoRaWAN: A comparative study using simulator and analytical model","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Region 10 Symposium (TENSYMP)","topic":"IoT Networks and Protocols","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Interference (communication); Scalability; Network packet; Reliability (semiconductor); Simulation; Aloha; Coding (social sciences); Protocol (science); Process (computing); Telecommunications link; Throughput; Wireless; Computer network; Telecommunications","authors":[{"name":"Md. Rakibul Islam","is_ca":false},{"name":"Md. Bokhtiar-Al-Zami","is_ca":false},{"name":"Biswajit Paul","is_ca":false},{"name":"Rajesh Palit","is_ca":false},{"name":"Jean‐Charles Grégoire","is_ca":true},{"name":"Salekul Islam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06365703350618386,"gpt":0.3185894587547877,"spread":0.2549324252486039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002571486,0.0005279882,0.0006264264,0.001439495,0.0006269846,0.001229719,0.001042258,0.000679406,0.0008217702],"category_scores_gemma":[0.01063138,0.0002855735,0.0004806267,0.001737424,0.0006864344,0.001861507,0.0006553624,0.0006864282,0.0001153026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043155,"about_ca_system_score_gemma":0.0009587694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008582945,"about_ca_topic_score_gemma":0.004529533,"domain_scores_codex":[0.9973725,0.001540816,0.00009696132,0.0001190781,0.0006443322,0.0002262843],"domain_scores_gemma":[0.9898899,0.007599717,0.000620055,0.0005449765,0.00121313,0.0001321701],"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":[0.0005657778,0.0003774598,0.01183741,0.0005252649,0.0001504902,0.0004843912,0.0008515558,0.9190934,0.005885275,0.02239962,0.001425665,0.03640382],"study_design_scores_gemma":[0.00002905893,0.0005011326,0.001622153,0.00004132278,0.00006910391,0.0001600548,0.0006535639,0.9889055,0.003652408,0.001784101,0.002543391,0.00003810135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590495,0.003496934,0.1024176,0.0009392846,0.000163547,0.0002486861,0.0002849846,0.0006678907,0.03273157],"genre_scores_gemma":[0.9862227,0.001171391,0.01152504,0.00004632447,0.00002342368,0.00004883497,0.0001110736,0.00004500664,0.0008062497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008582945,"threshold_uncertainty_score":0.017066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}