{"id":"W4312623826","doi":"10.1515/chem-2022-0233","title":"Isolation and identification of promising antibiotic-producing bacteria","year":2022,"lang":"en","type":"article","venue":"Open Chemistry","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"King Saud University","keywords":"Antimicrobial; Microbiology; Antibiotics; Biology; Bacteria; Nutrient agar; Antibiotic resistance; Minimum inhibitory concentration; Agar diffusion test; Minimum bactericidal concentration; Agar; Antibacterial activity","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":[0.0001662121,0.0006662748,0.0005473019,0.0009377433,0.0003947069,0.0007268369,0.0003494871,0.0004320695,0.0006617167],"category_scores_gemma":[0.0003506779,0.0001736752,0.0004434175,0.00117967,0.0001761761,0.0002639465,0.0004614356,0.0003476289,0.0004413337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333904,"about_ca_system_score_gemma":0.0004057511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798836,"about_ca_topic_score_gemma":0.00329025,"domain_scores_codex":[0.9996024,0.00004489274,0.00006262172,0.0000740452,0.0001506049,0.00006545643],"domain_scores_gemma":[0.9996579,0.00005197653,0.00007766744,0.00002231427,0.0001271345,0.00006302381],"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":[0.0001403336,0.00009884275,0.01261612,0.0002067213,0.00001440427,0.0003922182,0.0001067052,0.00004842535,0.9806889,0.0000205762,0.00005574745,0.005611057],"study_design_scores_gemma":[0.00002965903,0.002344224,0.2172563,0.0001191462,0.0001930599,0.005481647,0.002302813,0.0006827924,0.7651877,0.00009075706,0.00627654,0.00003530969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930575,0.001875939,0.001600892,0.0001404675,0.00003728812,0.0001866694,0.001913652,0.00003158583,0.001155987],"genre_scores_gemma":[0.9830647,0.001988493,0.009315051,0.00009436546,0.00003536171,0.0001105064,0.003731125,0.00001354825,0.001646735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001798836,"threshold_uncertainty_score":0.003576696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259069307393204,"score_gpt":0.2834210149679945,"score_spread":0.2608303218940625,"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."}}