{"id":"W4406467357","doi":"10.1016/s0967-0653(97)81227-6","title":"10.1016/s0967-0653(97)81227-6","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; Nutrient; Biology; Microbiology; Ecology; Biochemistry; Bacteriophage; Escherichia coli; Genetics; 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":[0.001609525,0.003483022,0.002591331,0.003223802,0.002817362,0.004730375,0.004301275,0.006365151,0.9909931],"category_scores_gemma":[0.002021654,0.00132622,0.002044484,0.002956106,0.002650423,0.006982336,0.004031174,0.003386303,0.9939329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314054,"about_ca_system_score_gemma":0.001174722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003804931,"about_ca_topic_score_gemma":0.002929019,"domain_scores_codex":[0.9992023,0.00005316793,0.0000745921,0.0002851132,0.0002013983,0.0001834517],"domain_scores_gemma":[0.9969373,0.000748093,0.0002238806,0.0003532658,0.0006366016,0.001100786],"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":[0.0004635086,0.0002680528,0.0007712996,0.0007760698,0.00005577196,0.0002585025,0.0001259712,0.000467544,0.002407144,0.005267942,0.36032,0.6288182],"study_design_scores_gemma":[0.00008292225,0.000169054,0.0007326825,0.0004747167,0.00002068964,0.0004099212,0.000139667,0.0002148467,0.0004080249,0.0006867435,0.9966275,0.00003319692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005029991,0.0005251184,0.0008588554,0.0005193076,0.0004476162,0.0001541974,0.0008489417,0.001046214,0.9950967],"genre_scores_gemma":[0.0005042458,0.0002238457,0.0003529845,0.0002467827,0.00009206762,0.00007456937,0.000362232,0.0001688413,0.9979743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009006917,"threshold_uncertainty_score":0.0128473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006322982394053576,"score_gpt":0.169502535838553,"score_spread":0.1631795534444994,"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."}}