{"id":"W6987439709","doi":"","title":"Studi Perbandingan Pembuatan Dan Penggunaan Perangkat Antigen Ebl Galur Lokal Dengan Perangkat Produk IAF Canada","year":2000,"lang":"en","type":"dissertation","venue":"Universitas Airlangga Repository (Universitas Airlangga)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complement fixation test; Antigen; Enzootic; Serology; Ouchterlony double immunodiffusion; Leucosis; Immunodiffusion; Inoculation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002634043,0.001244611,0.0009600922,0.0005355994,0.00169692,0.0002008276,0.001618532,0.001008884,0.0008358523],"category_scores_gemma":[0.00006502667,0.001453356,0.0005652108,0.0005082631,0.000209434,0.0001052149,0.00033526,0.001245706,0.00006730361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047879,"about_ca_system_score_gemma":0.002026537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02941985,"about_ca_topic_score_gemma":0.06997581,"domain_scores_codex":[0.9951475,0.0003351394,0.0006482342,0.001499659,0.001198502,0.001170998],"domain_scores_gemma":[0.9966424,0.00003935767,0.0007097959,0.001513086,0.0004981362,0.0005972837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00457766,0.0007237091,0.05194602,0.001755612,0.003955157,0.005317683,0.01727227,0.002130361,0.05472881,0.0006240024,0.8546911,0.002277543],"study_design_scores_gemma":[0.006989882,0.002724173,0.0748273,0.001026015,0.003236483,0.001276338,0.3125179,0.001144347,0.01433227,0.00001215227,0.5747866,0.007126515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826291,0.002114801,0.00002676714,0.0001529462,0.001625277,0.0009560557,0.0003232646,0.0001917439,0.1119801],"genre_scores_gemma":[0.9418139,0.0003626083,0.0004649988,0.0001916429,0.0008668004,0.000008416274,0.01211889,0.0002195474,0.04395314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2952457,"threshold_uncertainty_score":0.9996027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002412664799197137,"score_gpt":0.1843609513326369,"score_spread":0.1819482865334397,"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."}}