{"meta":{"query_hash":"779d68ba03e8","filters":{"venue":"2021 22nd International Arab Conference on Information Technology (ACIT)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/779d68ba03e8","api":"https://metacan.xera.ac/api/v1/cohort?venue=2021+22nd+International+Arab+Conference+on+Information+Technology+%28ACIT%29"},"results":[{"id":"W4205865108","doi":"10.1109/acit53391.2021.9677374","title":"Matching Applicants with Positions for Better Allocation of Employees in the Job Market","year":2021,"lang":"en","type":"article","venue":"2021 22nd International Arab Conference on Information Technology (ACIT)","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Matching (statistics); Process (computing); Job analysis; Work (physics); Business; Job attitude; Face (sociological concept); The Internet; Job hunting; Position (finance); Marketing; Job design; Job performance; Computer science; Internet privacy; Public relations; Job satisfaction; Psychology; Engineering; World Wide Web; Political science; Social psychology; Finance","score_opus":0.013986085154952092,"score_gpt":0.25735837229730035,"score_spread":0.24337228714234826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205865108","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02502533,0.000007966119,0.92622966,0.024592618,0.00014672519,0.00040464985,0.00003310151,0.00008874316,0.023471192],"genre_scores_gemma":[0.9384426,0.000033184067,0.060011677,0.0008821829,0.000020184554,0.00045310968,0.00006294284,0.000004141323,0.00009001042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99892604,0.000039946386,0.00043923038,0.00017876342,0.00027077,0.00014525198],"domain_scores_gemma":[0.9987959,0.00009133641,0.0002453039,0.00038948312,0.00046169752,0.000016268794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028670148,0.00012026451,0.00015412568,0.0004032177,0.000081673716,0.00016947553,0.00085841474,0.00010680664,0.00005657994],"category_scores_gemma":[0.000033905013,0.00009060127,0.00004297107,0.0004236363,0.000058218975,0.0009645702,0.00010567281,0.00018422506,0.000012361158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000125012975,0.00006096048,0.00083272206,0.000018660954,0.000031694093,0.0000017660539,0.00071164616,0.000014097172,0.00027551397,0.9518635,0.0011691401,0.0450078],"study_design_scores_gemma":[0.0030527124,0.0011241463,0.023589732,0.0012084201,0.0000338584,0.00040298194,0.00889248,0.042345483,0.0722883,0.77987254,0.06609688,0.0010924587],"about_ca_topic_score_codex":0.000030401681,"about_ca_topic_score_gemma":0.000054984743,"teacher_disagreement_score":0.9134172,"about_ca_system_score_codex":0.000051612387,"about_ca_system_score_gemma":0.00009782237,"threshold_uncertainty_score":0.36946124},"labels":[],"label_agreement":null},{"id":"W4206721953","doi":"10.1109/acit53391.2021.9677197","title":"Driver Drowsiness Detection by Employing CNN and Dlib","year":2021,"lang":"en","type":"article","venue":"2021 22nd International Arab Conference on Information Technology (ACIT)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Process (computing); Computer vision; Artificial intelligence","score_opus":0.01183128602417061,"score_gpt":0.2639913123456181,"score_spread":0.2521600263214475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206721953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7409653,0.00025887476,0.065144144,0.011729931,0.004166982,0.00038832022,0.0001155474,0.0005458563,0.176685],"genre_scores_gemma":[0.9970826,0.00016236474,0.00048494225,0.00077512406,0.000059566362,0.00010404538,0.00025999645,0.00001314674,0.0010582466],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986169,0.000046616125,0.0004936278,0.0003127407,0.0002626983,0.00026743714],"domain_scores_gemma":[0.9988287,0.00005977294,0.0002431097,0.0003103153,0.00049444585,0.00006363102],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012488289,0.00021688292,0.00019813447,0.0005306882,0.0001764731,0.00015118404,0.00029697156,0.00047300957,0.0036829724],"category_scores_gemma":[0.00016325583,0.00022611368,0.000053870906,0.0004950598,0.0001853728,0.00079940434,0.0001197126,0.0005484331,0.0013594732],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000779417,0.000109811655,0.0043936335,0.0000052698274,0.00025376483,0.000017775781,0.0009281655,0.000009546025,0.0015197234,0.38647637,0.0034387135,0.60276926],"study_design_scores_gemma":[0.022909958,0.0018679895,0.044881914,0.0021078133,0.00045683968,0.0012934346,0.041978024,0.013922185,0.2529063,0.1008763,0.51103294,0.005766284],"about_ca_topic_score_codex":0.00002236092,"about_ca_topic_score_gemma":0.000013666951,"teacher_disagreement_score":0.597003,"about_ca_system_score_codex":0.00008710776,"about_ca_system_score_gemma":0.000045139615,"threshold_uncertainty_score":0.9994181},"labels":[],"label_agreement":null}]}