{"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":"ead0b50a527b","filters":{"venue":"Asian Journal of Natural Sciences"}},"results":[{"id":"W4379208292","doi":"10.55927/ajns.v2i2.4179","title":"Pharmaceutical and Biopharmaceuticals Industries: Revolutionizing Healthcare","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Natural Sciences","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Biotechnology; Biochemical engineering; Pharmaceutical industry; Health care; Business; Risk analysis (engineering); Engineering; Biology; Economics","authors":[{"name":"Rehan Haider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06114870246596768,"gpt":0.3884332936444649,"spread":0.3272845911784973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006788854,0.00006635467,0.0001688814,0.0002605135,0.0002214322,0.00001685755,0.0001098604,0.0005396435,0.00002313462],"category_scores_gemma":[0.0002697449,0.00004130052,0.00004168629,0.001145197,0.0006877342,0.0001334186,0.00003745269,0.002246842,0.000011241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002076457,"about_ca_system_score_gemma":0.0001496393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000013804,"about_ca_topic_score_gemma":4.012734e-7,"domain_scores_codex":[0.9991455,0.00004001924,0.0002344365,0.0001097965,0.0002391402,0.0002310801],"domain_scores_gemma":[0.999557,0.00005300477,0.00009257378,0.00004256778,0.00008561921,0.0001692878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004859262,0.0001248305,0.06298711,0.000258468,0.0003633022,0.002117225,0.00177269,0.00000618378,0.03550883,0.04140989,0.0137082,0.8412573],"study_design_scores_gemma":[0.01201387,0.00692317,0.4039264,0.00433797,0.001016604,0.04918797,0.03215678,0.007274387,0.07952923,0.01225648,0.3900862,0.001290942],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4525078,0.01261159,0.0000112113,0.5331611,0.000706644,0.00008553134,9.32383e-7,0.00004923057,0.0008659461],"genre_scores_gemma":[0.9952389,0.002987502,0.0004102339,0.001083717,0.0001310311,2.694911e-7,3.497605e-7,0.00000266032,0.0001453522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8399664,"threshold_uncertainty_score":0.9761535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}