{"id":"W3134359645","doi":"10.32938/bc.4.1.2021.20-36","title":"PELATIHAN TEKNISI LABORATORIUM BIOMOLEKULER KESEHATAN MASYARAKAT PROVINSI NTT UNTUK PERSIAPAN PENANGANAN SAMPEL COVID-19 SECARA POOLED-TEST","year":2021,"lang":"id","type":"article","venue":"Bakti Cendana","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009182338,0.001254875,0.001479028,0.0007112754,0.001073398,0.0005514478,0.0006111371,0.0008285548,0.001799202],"category_scores_gemma":[0.008804637,0.001302714,0.0006063918,0.003717394,0.0005568598,0.000521845,0.0004748381,0.00157914,0.002042534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560314,"about_ca_system_score_gemma":0.004788333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751487,"about_ca_topic_score_gemma":0.001993049,"domain_scores_codex":[0.9923612,0.0006578305,0.001404989,0.002146199,0.001508756,0.001921016],"domain_scores_gemma":[0.9936871,0.0009508668,0.0006889465,0.00194767,0.001170577,0.001554856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000409816,0.002114515,0.1201612,0.002522898,0.001064923,0.01037646,0.007307563,0.000005397067,0.8318026,0.0009330908,0.01557166,0.007729882],"study_design_scores_gemma":[0.01031185,0.001284264,0.0155304,0.001118969,0.001909399,0.002822068,0.02040541,0.001468401,0.5288365,0.00007503104,0.413806,0.002431744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316284,0.01333929,0.0005209192,0.01054578,0.005459482,0.002126869,0.001325114,0.001333406,0.03372072],"genre_scores_gemma":[0.9760419,0.0001242736,0.0006333503,0.009641589,0.002080816,0.00004888204,0.0004622249,0.0003275221,0.01063945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3982343,"threshold_uncertainty_score":0.9995446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567077674909523,"score_gpt":0.3031108509249467,"score_spread":0.2674400741758514,"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."}}