{"id":"W3123255347","doi":"10.1007/978-1-60327-164-6","title":"Bacteriophages","year":2009,"lang":"en","type":"book","venue":"Methods in molecular biology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":267,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004293701,0.0003048528,0.0004405177,0.0001084052,0.00003696316,0.00002020302,0.000381547,0.0005721978,0.006046949],"category_scores_gemma":[0.00006446247,0.0002958494,0.0001770043,0.00009613238,0.0002113959,0.00003798084,0.0002724355,0.0005755148,0.0005460496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351963,"about_ca_system_score_gemma":0.00002973124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007639682,"about_ca_topic_score_gemma":0.00005617924,"domain_scores_codex":[0.9981899,0.0004900161,0.0003544949,0.0005647067,0.00004936622,0.0003515521],"domain_scores_gemma":[0.999254,0.00009039209,0.0001513236,0.0004330449,0.000005610098,0.00006557682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006433392,0.00002834307,0.0000135766,0.000004758842,0.0000143463,0.00006379894,0.00002616644,0.000007278913,0.8939484,0.0004590905,0.004858715,0.100569],"study_design_scores_gemma":[0.0001495068,0.0001158826,0.001168145,0.00003524936,0.00002603729,0.00004778807,0.000001683702,0.000006782168,0.02032887,0.01961555,0.9581324,0.0003720499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0001919435,0.0004028871,0.1615541,0.0001718142,0.0004500864,0.0002813382,0.00001667893,0.00004527578,0.8368859],"genre_scores_gemma":[0.00001741781,0.0001044732,0.5618935,0.001210937,0.00006243992,0.00001645428,0.00008515046,0.00003677267,0.4365728],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9532737,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373914333118821,"score_gpt":0.358796383308268,"score_spread":0.3450572399770798,"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."}}