{"id":"W2039158740","doi":"10.3354/dao064211","title":"Standardization of a broth microdilution susceptibility testing method to determine minimum inhibitory concentrations of aquatic bacteria","year":2005,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Broth microdilution; Library science; Veterinary medicine; Biology; Medicine; Minimum inhibitory concentration; Microbiology","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":[0.02385203,0.002997197,0.001988592,0.005711756,0.001320387,0.001963488,0.003257669,0.00181395,0.003116601],"category_scores_gemma":[0.01583496,0.00124676,0.001122882,0.003535984,0.001977137,0.0009526478,0.001853733,0.002130574,0.003154798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008216971,"about_ca_system_score_gemma":0.003764915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121082,"about_ca_topic_score_gemma":0.003185312,"domain_scores_codex":[0.9472746,0.01810642,0.007406157,0.004286743,0.0221459,0.0007803058],"domain_scores_gemma":[0.9815536,0.002830839,0.001336623,0.003018063,0.01090456,0.0003563938],"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":[0.0005368939,0.002264102,0.005343243,0.0009629186,0.0000929949,0.0001663954,0.0008761001,0.001605196,0.886797,0.002266155,0.003624872,0.09546404],"study_design_scores_gemma":[0.0002523126,0.004511478,0.0119358,0.0005521465,0.0002191911,0.0006996416,0.00036735,0.009741927,0.8892539,0.001022244,0.08126009,0.0001840186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08946761,0.002855465,0.8521114,0.0007597414,0.001583854,0.0284075,0.002776219,0.003895892,0.01814227],"genre_scores_gemma":[0.04727256,0.002284589,0.9164008,0.0004309583,0.0002039524,0.0233975,0.003788325,0.0003353151,0.005885842],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02385203,"threshold_uncertainty_score":0.126143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275553655733844,"score_gpt":0.2910518460521634,"score_spread":0.268296309494825,"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."}}