{"id":"W6939437677","doi":"10.6084/m9.figshare.24603555","title":"Additional file 1 of Measuring training effectiveness of laboratory biosafety program offered at African Center for Integrated Laboratory Training in 22 President’s Emergency Plan for AIDS Relief supported countries (2008–2014)","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"","keywords":"Biosafety; Plan (archaeology); Training (meteorology); Emergency response; Emergency plan; Center (category theory)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019441,0.0006596441,0.0006606813,0.00169311,0.001042026,0.0009156718,0.001165103,0.0007979266,0.7134005],"category_scores_gemma":[0.03081046,0.0003624119,0.0006050417,0.00333387,0.0002152495,0.001840474,0.0008777421,0.0008898969,0.0859018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370763,"about_ca_system_score_gemma":0.001871383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520371,"about_ca_topic_score_gemma":0.01957314,"domain_scores_codex":[0.9987651,0.0003112477,0.0002912439,0.0001437495,0.0003225098,0.0001661283],"domain_scores_gemma":[0.9743937,0.01485426,0.003589034,0.0008852789,0.005527757,0.0007499105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003313987,0.0003707179,0.00737577,0.00119618,0.00002561922,0.00002335704,0.0001393397,0.0002129395,0.00003210395,0.0004487657,0.9815935,0.008250299],"study_design_scores_gemma":[0.007403556,0.001466831,0.2857328,0.004767053,0.0002487625,0.0003596725,0.004655552,0.00224051,0.001122441,0.004583619,0.6872063,0.0002128172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002403782,0.00002417495,0.0001981673,0.0002711022,0.00003295883,0.0007267733,0.9919568,0.0001064829,0.004279641],"genre_scores_gemma":[0.06065061,0.0002802372,0.004201376,0.001179199,0.0001776551,0.02120634,0.8749626,0.0004174362,0.03692455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7134005,"threshold_uncertainty_score":0.4087994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731167109114278,"score_gpt":0.3224289151724259,"score_spread":0.2493122042609981,"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."}}