{"id":"W2222870070","doi":"10.1139/cjm-2013-0041","title":"To invade or not to invade: two approaches to a prokaryotic predatory life cycle","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bdellovibrio; Biology; Periplasmic space; Predation; Predator; Caulobacter crescentus; Ecology; Microbiology; Bacteria; Gene; Biochemistry; Genetics; Escherichia coli","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001006108,0.0005864797,0.0005015272,0.0007143448,0.0007417101,0.002643669,0.0005695726,0.001093562,0.00135739],"category_scores_gemma":[0.001294375,0.0003943645,0.0004526027,0.0003167173,0.002067565,0.001917054,0.002331383,0.001305675,0.0004032022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634175,"about_ca_system_score_gemma":0.001326056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297583,"about_ca_topic_score_gemma":0.003241118,"domain_scores_codex":[0.9993762,0.0001528743,0.0000335964,0.0001371559,0.0001744433,0.0001257179],"domain_scores_gemma":[0.9993324,0.0001107179,0.0001557882,0.00007862601,0.0001522025,0.0001701396],"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":[0.001120614,0.0004761145,0.02507082,0.0008391744,0.00005442812,0.0007823994,0.003983195,0.001177751,0.7779892,0.05582064,0.0007692439,0.1319164],"study_design_scores_gemma":[0.000212567,0.005891324,0.1585035,0.0009024207,0.0002775062,0.007025985,0.02098204,0.01789548,0.5326942,0.1092041,0.1458653,0.0005455619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946154,0.01001214,0.05030368,0.004405412,0.0002327232,0.000318277,0.0001569986,0.0001497082,0.03980567],"genre_scores_gemma":[0.9365524,0.004955833,0.04348865,0.001141935,0.0000398073,0.0003255752,0.0002274237,0.00005668262,0.01321164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002643669,"threshold_uncertainty_score":0.01185685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827993427270211,"score_gpt":0.2355804981878444,"score_spread":0.1973005639151423,"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."}}