{"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":"e0f674573a88","filters":{"venue":"Journal of information and organizational sciences"}},"results":[{"id":"W3175691360","doi":"10.31341/jios.45.1.13","title":"Real-time Web Search Framework for Performing Efficient Retrieval of Data","year":2021,"lang":"en","type":"article","venue":"Journal of information and organizational sciences","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Relevance (law); Context (archaeology); Information retrieval; Real-time data; Key (lock); The Internet; Data mining; World Wide Web","authors":[{"name":"Falah Al-akashi","is_ca":false},{"name":"Diana Inkpen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02734647110469794,"gpt":0.2985847509452494,"spread":0.2712382798405515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511244,0.0007072529,0.001177715,0.001763489,0.0006758088,0.001755492,0.002014747,0.0009870662,0.002344997],"category_scores_gemma":[0.00349379,0.0002911096,0.0008239756,0.002098488,0.000496057,0.003345415,0.001373846,0.0008978837,0.001274041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000988864,"about_ca_system_score_gemma":0.001746954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007586624,"about_ca_topic_score_gemma":0.008593891,"domain_scores_codex":[0.9985535,0.0003408192,0.00012797,0.0003542171,0.0004532645,0.0001702058],"domain_scores_gemma":[0.9990309,0.0002502349,0.0001119806,0.0002183066,0.0002876776,0.0001009014],"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":[0.001117607,0.0008459306,0.005097624,0.001148732,0.0002894689,0.0006789417,0.000767389,0.227721,0.03978156,0.07966174,0.02296086,0.6199291],"study_design_scores_gemma":[0.00004652837,0.0001583488,0.0005995092,0.00001944731,0.00005008809,0.0003030281,0.00009817496,0.9672374,0.004566692,0.01738707,0.009500573,0.00003310355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0217173,0.002257938,0.9681911,0.0002898763,0.00007707366,0.0002008353,0.0002577473,0.004337199,0.002671027],"genre_scores_gemma":[0.4360912,0.00116667,0.5560926,0.0002469992,0.0001507456,0.0002986589,0.0006767102,0.0002700866,0.005006338],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007586624,"threshold_uncertainty_score":0.01508492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400360175","doi":"10.31341/jios.48.1.1","title":"Relevancy between Anchor Text and Wikipedia. A Web Search Framework","year":2024,"lang":"en","type":"article","venue":"Journal of information and organizational sciences","topic":"Web Data Mining and Analysis","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 Ottawa","funders":"","keywords":"Computer science; Information retrieval; PageRank; Weighting; tf–idf; Ranking (information retrieval); Hypertext; Set (abstract data type); World Wide Web; Term (time)","authors":[{"name":"Falah Al-akashi","is_ca":false},{"name":"Diana Inkpen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01162941810966692,"gpt":0.2662843672627943,"spread":0.2546549491531273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00349007,0.0007138961,0.0008964954,0.01215008,0.001065616,0.003035354,0.001823644,0.001093836,0.002516522],"category_scores_gemma":[0.01080454,0.0004090594,0.00111175,0.005688242,0.001230967,0.005271163,0.002272644,0.001080801,0.001620354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067727,"about_ca_system_score_gemma":0.00158763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005763773,"about_ca_topic_score_gemma":0.007375587,"domain_scores_codex":[0.9969494,0.001104268,0.0002785469,0.0005338893,0.0009814003,0.0001524396],"domain_scores_gemma":[0.9966803,0.001312071,0.0004458996,0.0004393061,0.0009579948,0.0001644954],"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":[0.0003814247,0.0002976579,0.006176119,0.0008534839,0.0002114762,0.0007870644,0.001053135,0.03842307,0.01237559,0.3457738,0.02198466,0.5716825],"study_design_scores_gemma":[0.00008145163,0.0003726847,0.006645902,0.0002266219,0.0001627252,0.00188905,0.0005797559,0.5624171,0.01517039,0.298221,0.1140689,0.0001642496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02480486,0.005235045,0.9504935,0.0008635605,0.0002296062,0.0006929768,0.001406838,0.003309993,0.01296363],"genre_scores_gemma":[0.2961128,0.001686015,0.6832868,0.0003046287,0.0003261376,0.000517387,0.003099089,0.0005153743,0.01415173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01215008,"threshold_uncertainty_score":0.01845753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}