{"id":"W30516287","doi":"10.1111/ppe.12529","title":"UPM Jalankan Kerjasama Penyelidikan dengan Sunzen Biotech Berhad","year":2008,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Women and Children's Health Research Institute","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006800915,0.0002330589,0.0004174877,0.00003080869,0.0004997578,0.00001097892,0.000274978,0.0002298861,0.0004229282],"category_scores_gemma":[0.000482556,0.00009737732,0.0001222588,0.0002762425,0.0001948122,0.0001050235,0.0002465399,0.0002605786,0.0001292678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001841569,"about_ca_system_score_gemma":0.000008775291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009533236,"about_ca_topic_score_gemma":0.00007383076,"domain_scores_codex":[0.9981495,0.0003343094,0.0003755554,0.0005003642,0.0001057599,0.0005345173],"domain_scores_gemma":[0.9980799,0.001432532,0.0001264982,0.0000945568,0.00003284451,0.000233684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003830035,0.00004269116,0.9444588,0.00002315755,0.00002563431,0.00004805925,0.0001339843,0.000006156476,0.0006615351,0.002603461,0.004477619,0.04748057],"study_design_scores_gemma":[0.0001627076,0.0003369176,0.8263012,0.000002826662,0.00001528916,0.0001426161,0.00009388726,0.00005985127,0.00004500132,0.0007215721,0.1718765,0.0002416311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899714,0.003059571,0.00002030727,0.004329116,0.0002467961,0.0002081066,0.00004449067,0.0001044594,0.002015736],"genre_scores_gemma":[0.992632,0.003746628,0.0004861413,0.001006094,0.0008758762,0.00002649191,0.00008034738,0.000001845698,0.00114454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1673989,"threshold_uncertainty_score":0.4630767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655043075415102,"score_gpt":0.2429242120835751,"score_spread":0.196373781329424,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}