{"id":"W4406465846","doi":"10.1016/s0967-0653(97)81228-8","title":"10.1016/s0967-0653(97)81228-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lysogenic cycle; Bacteria; Biology; Nutrient; Microbiology; Bacteriophage; Ecology; Genetics; Escherichia coli; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001620601,0.00381817,0.002755013,0.003285896,0.002918974,0.004951833,0.004530911,0.006906497,0.9913845],"category_scores_gemma":[0.00197256,0.001465236,0.002204797,0.003000602,0.002836294,0.007340176,0.004240453,0.003505943,0.9937594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366366,"about_ca_system_score_gemma":0.001156757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182149,"about_ca_topic_score_gemma":0.003163802,"domain_scores_codex":[0.9991528,0.0000550217,0.00007929739,0.0003143609,0.0002010766,0.0001973997],"domain_scores_gemma":[0.9969916,0.0007398974,0.0002043705,0.0003470132,0.0006108728,0.001106109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005154174,0.0002911924,0.0007858562,0.000849988,0.00005882287,0.0002861956,0.0001343872,0.0005119334,0.002477516,0.005171762,0.3745075,0.6144096],"study_design_scores_gemma":[0.00008849468,0.0001812098,0.0007309635,0.0004943777,0.00002159208,0.0004293715,0.0001482256,0.0002301183,0.0003949302,0.000657084,0.9965889,0.00003458133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005163887,0.0005141038,0.0008078365,0.0005151047,0.0004691545,0.0001651283,0.0008710388,0.001063299,0.995078],"genre_scores_gemma":[0.0004835142,0.0002276442,0.0003340226,0.0002587557,0.00009245692,0.00007821801,0.0003495933,0.0001725198,0.9980033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008615494,"threshold_uncertainty_score":0.01228887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006298295843277867,"score_gpt":0.1691831594189913,"score_spread":0.1628848635757134,"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."}}