{"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":"0688c01e2c49","filters":{"venue":"2021 International Conference on Decision Aid Sciences and Application (DASA)"}},"results":[{"id":"W4206897013","doi":"10.1109/dasa53625.2021.9682402","title":"A Moroccan News Articles Dataset (MNAD) For Arabic Text Categorization","year":2021,"lang":"en","type":"article","venue":"2021 International Conference on Decision Aid Sciences and Application (DASA)","topic":"Text and Document Classification Technologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science; Artificial intelligence; Natural language processing; Support vector machine; Naive Bayes classifier; Confusion matrix; Categorization; Context (archaeology); Arabic; Random forest; Gradient boosting; Confusion; Machine learning; Linguistics; Geography","authors":[{"name":"Mourad Jbene","is_ca":false},{"name":"Smail Tigani","is_ca":false},{"name":"Rachid Saadane","is_ca":false},{"name":"Abdellah Chehri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06935459005021938,"gpt":0.3509310044313946,"spread":0.2815764143811752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007786501,0.001841126,0.000824433,0.007481261,0.00160183,0.0010749,0.0009804047,0.001382263,0.009086772],"category_scores_gemma":[0.002652671,0.0001981634,0.0007716789,0.004594681,0.0003648844,0.0009087261,0.001050453,0.0009571635,0.01183517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203839,"about_ca_system_score_gemma":0.001147884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141751,"about_ca_topic_score_gemma":0.03662929,"domain_scores_codex":[0.9992436,0.0001448355,0.0001221043,0.0001765882,0.0002177926,0.00009510789],"domain_scores_gemma":[0.9986441,0.0002767959,0.0001155271,0.0002191777,0.0005789778,0.0001655201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001786927,0.001762608,0.01972253,0.005028627,0.0003307363,0.003161571,0.001225174,0.003286125,0.02735242,0.001523601,0.6737229,0.2610967],"study_design_scores_gemma":[0.0004107969,0.0006379879,0.1019175,0.0005571384,0.0002187486,0.002379723,0.002705705,0.02406427,0.02302228,0.001174533,0.8427247,0.0001866589],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1743364,0.004950559,0.005024823,0.001067004,0.0008977282,0.001513298,0.7842442,0.009101617,0.01886439],"genre_scores_gemma":[0.05236769,0.0007162977,0.01635966,0.0001707877,0.000149799,0.0009089875,0.9225315,0.0001509143,0.006644269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02141751,"threshold_uncertainty_score":0.04258567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206935276","doi":"10.1109/dasa53625.2021.9682238","title":"Production and quality control of Hybrid Manufacturing Remanufacturing System with stochastic return","year":2021,"lang":"en","type":"article","venue":"2021 International Conference on Decision Aid Sciences and Application (DASA)","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"University of Bahrain","keywords":"Remanufacturing; Rate of return; Context (archaeology); Computer science; Production (economics); Quality (philosophy); Stock (firearms); Risk–return spectrum; Control (management); Environmental economics; Industrial engineering; Manufacturing engineering; Business; Engineering; Economics; Microeconomics","authors":[{"name":"Amel Jaoua","is_ca":false},{"name":"Ons Obba","is_ca":false},{"name":"Ali Gharbi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02910006445783816,"gpt":0.2788505960556865,"spread":0.2497505315978484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008332347,0.0007916953,0.001005118,0.0004496034,0.0004572945,0.001119058,0.0008479951,0.0008774085,0.001478799],"category_scores_gemma":[0.001006459,0.0004393545,0.0009707873,0.0003462279,0.000647302,0.0004837713,0.000771745,0.0005304221,0.0001478736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175453,"about_ca_system_score_gemma":0.001105157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312285,"about_ca_topic_score_gemma":0.005657625,"domain_scores_codex":[0.9995763,0.0001117262,0.0000174555,0.00009324967,0.0001032159,0.00009818761],"domain_scores_gemma":[0.999446,0.0002747264,0.0001402295,0.00002475973,0.00008639103,0.0000279427],"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":[0.00002411499,0.000008871205,0.000179207,0.00001545103,0.00000929174,0.00002562969,0.00001004117,0.9968132,0.0008219318,0.0007879938,0.00003230042,0.00127196],"study_design_scores_gemma":[0.000004769496,0.00002186945,0.0001008198,0.000001726611,0.000004890328,0.00000382092,0.000002685683,0.9993101,0.0002704606,0.0002132933,0.00006327622,0.000002290447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1772331,0.0005236104,0.8110717,0.0003057404,0.00005417792,0.0001469768,0.0001968917,0.0003910319,0.01007679],"genre_scores_gemma":[0.9876289,0.0001412548,0.009716589,0.00002019295,0.000007462734,0.00009286677,0.0000474871,0.00001332441,0.002331915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01312285,"threshold_uncertainty_score":0.02609295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}