{"id":"W2071419046","doi":"10.4161/bact.1.1.14354","title":"Phage or phages","year":2011,"lang":"en","type":"article","venue":"Bacteriophage","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Bacteriophage; Biology; Virology; Computational biology; Microbiology; Genetics; Escherichia coli; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003937326,0.0005539229,0.0004754419,0.0007395254,0.0007825132,0.002496411,0.00036785,0.001409121,0.01638127],"category_scores_gemma":[0.00092641,0.000134913,0.0003122095,0.0008352323,0.001355439,0.001884875,0.001026579,0.001153646,0.005787134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005515093,"about_ca_system_score_gemma":0.0006608822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004418197,"about_ca_topic_score_gemma":0.0003416823,"domain_scores_codex":[0.9995406,0.0001074268,0.00002628318,0.0001024252,0.0001473177,0.00007601579],"domain_scores_gemma":[0.9997903,0.00005644371,0.0000389196,0.00002981548,0.00003901484,0.00004557449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000253077,0.000105215,0.00127073,0.001455238,0.00003975067,0.000614094,0.0007732566,0.0001969056,0.05463982,0.6413609,0.1036495,0.1956415],"study_design_scores_gemma":[0.000008194126,0.00007069322,0.0004993334,0.0001204981,0.00001438034,0.000510413,0.0001873928,0.00009450257,0.0070837,0.02848996,0.9629079,0.00001304333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05075713,0.1284374,0.03945268,0.01648053,0.03502638,0.0002276239,0.001808595,0.0008976836,0.726912],"genre_scores_gemma":[0.2672374,0.08047055,0.0177169,0.012294,0.006702214,0.0002937673,0.001610665,0.0002017382,0.6134727],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01638127,"threshold_uncertainty_score":0.05480081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327090638955577,"score_gpt":0.2324259484474123,"score_spread":0.1891550420578565,"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."}}