{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"6da8dd7450fb","filters":{"venue":"Al-i’lam - Journal of Contemporary Islamic Communication and Media"}},"results":[{"id":"W4412159628","doi":"10.33102/jcicom.vol2no2.58","title":"Do They Adapt or Collapse? Digital Immigrants to Digital Communication Technology during the Pandemic of Covid-19","year":2022,"lang":"en","type":"article","venue":"Al-i’lam - Journal of Contemporary Islamic Communication and Media","topic":"Migration and Labor Dynamics","field":"Social Sciences","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 Victoria","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Immigration; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine","authors":[{"name":"Mohd Yusof Zulkefli","is_ca":false},{"name":"Ahmad Farid Abdul Fuad","is_ca":false},{"name":"Mohd Nazeri Kamarudin","is_ca":false},{"name":"Nathasha Diyana Zulkifly","is_ca":true},{"name":"Abdul Hamid Saifuddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03164000233817722,"gpt":0.3126799115136413,"spread":0.2810399091754641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002015013,0.0002512225,0.0003794737,0.0009997411,0.004622839,0.00538644,0.0007769946,0.00194258,0.005866117],"category_scores_gemma":[0.007826123,0.0002682569,0.0005007338,0.0009898414,0.002684965,0.004480342,0.004520382,0.003361634,0.0008819196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376308,"about_ca_system_score_gemma":0.002067097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02244265,"about_ca_topic_score_gemma":0.03527945,"domain_scores_codex":[0.998841,0.0003266214,0.00005558299,0.0001155803,0.0001686965,0.0004924951],"domain_scores_gemma":[0.9980171,0.0003576059,0.0004610415,0.00008545711,0.0002850568,0.0007937641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002976899,0.0006162727,0.3327166,0.0004178226,0.0000874545,0.004501815,0.5424792,0.00009949657,0.0008094875,0.00672411,0.01290934,0.09834079],"study_design_scores_gemma":[0.0000127614,0.0001797124,0.1233593,0.0004046152,0.00004060533,0.0006794989,0.8511216,0.0001679044,0.0001371547,0.0009816511,0.02285354,0.00006163243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792404,0.001047245,0.0001172892,0.01132771,0.0003013334,0.00003657269,0.0001003378,0.000008115016,0.007821042],"genre_scores_gemma":[0.9911442,0.001749603,0.0001140809,0.003996589,0.00008950022,0.00003813392,0.0001043708,0.000009569158,0.002753949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02244265,"threshold_uncertainty_score":0.04462403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}