{"id":"W4413735262","doi":"10.2172/2586263","title":"Discovery and Characterization of Pseudomonas putida phages","year":2024,"lang":"en","type":"report","venue":"","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Sandia National Laboratories; U.S. Department of Energy; Laboratory Directed Research and Development; Biological and Environmental Research; National Nuclear Security Administration; Office of Science","keywords":"Pseudomonas putida; Characterization (materials science); Pseudomonas; Biology; Microbiology; Computational biology; Bacteria; Genetics; Nanotechnology; Materials science","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":[0.0002751778,0.0004280858,0.0002618553,0.0006334674,0.00029409,0.0007318705,0.0002355444,0.0003612157,0.0004889871],"category_scores_gemma":[0.000697114,0.0001410787,0.0002589582,0.0004205824,0.0002621198,0.0002445105,0.0003439114,0.0006336835,0.0002690345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236734,"about_ca_system_score_gemma":0.000550064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948968,"about_ca_topic_score_gemma":0.002276824,"domain_scores_codex":[0.9997817,0.00003008778,0.0000110076,0.00002741683,0.0001004908,0.00004937223],"domain_scores_gemma":[0.9996904,0.0001008887,0.00002848489,0.0000250484,0.00006950004,0.00008571141],"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":[0.0001320637,0.00008333048,0.001681943,0.00006053478,0.000007952288,0.0001640132,0.00007198659,0.0001213206,0.9869381,0.0002259164,0.0001981803,0.01031463],"study_design_scores_gemma":[0.00002524703,0.0004885113,0.02206961,0.00001859837,0.00002808396,0.0007039349,0.0002410161,0.001010763,0.9656605,0.0002281453,0.009507753,0.00001787723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877559,0.002793113,0.00557149,0.000243663,0.00006535257,0.00009854091,0.0006917589,0.00006211123,0.00271811],"genre_scores_gemma":[0.9715077,0.003725155,0.01201578,0.000152519,0.00004503832,0.00008469155,0.00321643,0.00004265647,0.009209973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001948968,"threshold_uncertainty_score":0.003875196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387992258401401,"score_gpt":0.2608689712780464,"score_spread":0.2469890486940324,"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."}}