{"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":"9efcba817696","filters":{"venue":"International Journal of Scientific Research in Computer Sciences and Engineering"}},"results":[{"id":"W4408674896","doi":"10.26438/ijsrcse.v13i1.607","title":"The Intelligent Workplace: AI and Automation Shaping the Future of Digital Workplaces","year":2025,"lang":"en","type":"article","venue":"International Journal of Scientific Research in Computer Sciences and Engineering","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Automation; Engineering; Human–computer interaction; Computer science; Mechanical engineering","authors":[{"name":"Kamal Pandey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03605552036393862,"gpt":0.3472009304350644,"spread":0.3111454100711258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01082434,0.0003291646,0.0003191567,0.001913649,0.01069126,0.02331399,0.00144695,0.005192151,0.003868727],"category_scores_gemma":[0.01187688,0.0003542914,0.0004700405,0.001576837,0.03422559,0.02095193,0.01262641,0.005060056,0.0008382134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005463955,"about_ca_system_score_gemma":0.007320619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102415,"about_ca_topic_score_gemma":0.003385467,"domain_scores_codex":[0.9897594,0.006686565,0.0002523041,0.0006676688,0.001562827,0.00107121],"domain_scores_gemma":[0.9878969,0.006717893,0.001144089,0.001139318,0.001035952,0.002065775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004793458,0.00009799089,0.005961557,0.0001633318,0.00001116408,0.0005250946,0.1147528,0.0008176081,0.0007235964,0.8200302,0.006562575,0.05030616],"study_design_scores_gemma":[0.00002150859,0.00006753694,0.003660869,0.0006853258,0.00001252981,0.0005756242,0.1380741,0.002617326,0.0006678108,0.6267138,0.2268413,0.0000623849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2895896,0.0134838,0.07829961,0.3055197,0.001137391,0.0001164093,0.00009561751,0.0002584851,0.3114994],"genre_scores_gemma":[0.9798779,0.002292756,0.007425468,0.005363839,0.0002317147,0.00004484812,0.00001937184,0.000046202,0.004697856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02331399,"threshold_uncertainty_score":0.05724525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391524272","doi":"10.26438/ijsrcse/v10i5.2736","title":"Brain Tumor Detection using Cellular Automata based image Segmentation techniques","year":2022,"lang":"en","type":"article","venue":"International Journal of Scientific Research in Computer Sciences and Engineering","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Université Laval; Ankara Universitesi","keywords":"Artificial intelligence; Segmentation; Computer science; Cellular automaton; Image (mathematics); Computer vision; Image segmentation; Pattern recognition (psychology)","authors":[{"name":"Lahcen Elfatimi","is_ca":true},{"name":"Hanifa Boucheneb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0884982656385699,"gpt":0.3592374257141672,"spread":0.2707391600755973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824951,0.0003597687,0.0004139233,0.001196966,0.0003817889,0.0006830404,0.0003802816,0.0004609729,0.0007135862],"category_scores_gemma":[0.0009119752,0.0001932248,0.0005258915,0.000673213,0.0003336005,0.0004141521,0.000280918,0.0002468624,0.0002574688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006347719,"about_ca_system_score_gemma":0.0004806474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007667322,"about_ca_topic_score_gemma":0.007181735,"domain_scores_codex":[0.9997769,0.00003571776,0.00001740748,0.00006905281,0.00008177585,0.00001918643],"domain_scores_gemma":[0.9996356,0.00014969,0.00005035675,0.00003491585,0.0001144692,0.00001488815],"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":[0.000258489,0.0001079018,0.00696191,0.0001574574,0.0001338615,0.0003068755,0.0003989188,0.3646498,0.1818544,0.008035646,0.001856556,0.4352782],"study_design_scores_gemma":[0.000003689672,0.00002559429,0.00130019,0.000005462872,0.00001666351,0.0000782396,0.00002003187,0.9829444,0.01349488,0.0011282,0.0009692932,0.00001341458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1176622,0.0004537379,0.8764178,0.0001182458,0.00005754938,0.00007538911,0.00009790001,0.002456772,0.002660473],"genre_scores_gemma":[0.7101402,0.0002590346,0.2874896,0.00004832576,0.00002020532,0.00008399123,0.0001223906,0.00007574716,0.001760408],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007667322,"threshold_uncertainty_score":0.01524544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}