{"id":"W114564532","doi":"10.1007/978-1-60327-164-6_7","title":"Enumeration of Bacteriophages by Double Agar Overlay Plaque Assay","year":2009,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1083,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Enumeration; Agar; Virus quantification; Microbiology; Overlay; Biology; Computer science; Bacteria; Mathematics; Virology; Combinatorics; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007540283,0.001713237,0.001469892,0.001838168,0.0005103623,0.0008270323,0.0009776196,0.0006424696,0.002944282],"category_scores_gemma":[0.0008564905,0.0005019964,0.0006424895,0.001473944,0.0003737632,0.0006901336,0.001269803,0.001737063,0.003722319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964927,"about_ca_system_score_gemma":0.0003148483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004210801,"about_ca_topic_score_gemma":0.0006658232,"domain_scores_codex":[0.9982728,0.0002393932,0.0001594751,0.0002680905,0.0008625252,0.0001977389],"domain_scores_gemma":[0.9991183,0.0003300646,0.00007470285,0.000128959,0.0002588035,0.00008924976],"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":[0.00005272778,0.00007142163,0.0002508231,0.0001824469,0.00001094143,0.00003822093,0.00007318496,0.0000796683,0.9944531,0.0002355614,0.0001905803,0.00436131],"study_design_scores_gemma":[0.000009031043,0.0002652536,0.002041843,0.0000372729,0.00002232401,0.0001730321,0.0000531737,0.001733012,0.9906511,0.0002439211,0.00474314,0.00002695529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5062793,0.01050623,0.4501404,0.0002836534,0.0006942521,0.002538851,0.003922713,0.003057233,0.02257729],"genre_scores_gemma":[0.4883595,0.01272674,0.4416464,0.0001473912,0.0002077584,0.003596718,0.01221799,0.0006514185,0.04044607],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002944282,"threshold_uncertainty_score":0.009849608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007905393934878,"score_gpt":0.3533976939878204,"score_spread":0.3433186400484717,"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."}}