{"id":"W4205957101","doi":"10.3791/3064-v","title":"Aseptic Laboratory Techniques: Plating Methods","year":2012,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada; University of California, San Diego; U.S. Environmental Protection Agency; Howard Hughes Medical Institute","keywords":"Biosafety; Microorganism; Microbiology; Aseptic processing; Biological safety; Plating (geology); Biotechnology; Biology; Bacteria; Food 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":[0.00133773,0.0001220635,0.0002121018,0.0000754229,0.00006094805,0.00002706272,0.000176913,0.0001297149,0.0001435189],"category_scores_gemma":[0.0002625828,0.0001007594,0.0001153423,0.00009824042,0.0000458191,0.00001706465,0.00008444826,0.0001274928,0.0000082407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003300896,"about_ca_system_score_gemma":0.00008279863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000228532,"about_ca_topic_score_gemma":7.811578e-8,"domain_scores_codex":[0.9987326,0.0002642648,0.0003804009,0.00009978755,0.0002249112,0.0002980469],"domain_scores_gemma":[0.9991513,0.00002293342,0.0002485073,0.0001659027,0.0002043534,0.0002069985],"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":[0.0001874163,0.0001456624,0.0004944004,0.000008679477,0.00006853731,0.000002137688,0.0001767091,1.876494e-7,0.9904216,0.00003535069,0.001436095,0.007023242],"study_design_scores_gemma":[0.0005344924,0.0002988099,0.0001766486,0.00002052268,0.00001027195,0.00002133687,0.0001185721,0.00000330039,0.8835665,0.00001019398,0.1151383,0.0001011175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697496,0.005427484,0.0216759,0.00002804998,0.0007192457,0.0001552283,0.000006586412,0.000009854496,0.002228037],"genre_scores_gemma":[0.9023664,0.0002401175,0.09562095,0.00024631,0.001273114,0.00001013402,0.000006939536,0.00003513154,0.000200912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137022,"threshold_uncertainty_score":0.4108851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04170037868788519,"score_gpt":0.5031194127577245,"score_spread":0.4614190340698394,"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."}}