{"id":"W1565440417","doi":"10.1111/1751-7915.12027","title":"The biology of habitat dominance; can microbes behave as weeds?","year":2013,"lang":"en","type":"review","venue":"Microbial Biotechnology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Biotechnology and Biological Sciences Research Council; Agri-Food and Biosciences Institute; Directorate for Biological Sciences; Univerza v Ljubljani; Queen's University; Instituto Superior Técnico; Sight Research UK; San Francisco State University; Hebrew University of Jerusalem; University of South Australia; University of East Anglia; University of Oregon; National Aeronautics and Space Administration; University of Essex; Queen's University Belfast; Heriot-Watt University","keywords":"Biology; Phyllosphere; Ecology; Obligate; Habitat; Botany; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243863,0.0004142403,0.0004661761,0.0005148633,0.0009443932,0.002169361,0.0006036829,0.001509763,0.001681602],"category_scores_gemma":[0.002036314,0.0002294013,0.0001942048,0.0004056567,0.005146523,0.003533785,0.001477088,0.001187638,0.0006010417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079841,"about_ca_system_score_gemma":0.0004429252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008741802,"about_ca_topic_score_gemma":0.001083144,"domain_scores_codex":[0.9992368,0.0002746857,0.00002083155,0.0001791472,0.0001287743,0.0001597392],"domain_scores_gemma":[0.9986297,0.0003408328,0.0003912389,0.0001117226,0.0001391637,0.0003874403],"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":[0.0008390744,0.0003296264,0.1138542,0.001912301,0.0001840047,0.002636234,0.01542275,0.00183689,0.1859482,0.2019014,0.02702915,0.4481062],"study_design_scores_gemma":[0.000155017,0.002089689,0.2649856,0.0007307926,0.0001610438,0.006730264,0.02832274,0.006403621,0.01999057,0.3273589,0.3426882,0.0003835854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7407788,0.08830269,0.02533695,0.08146515,0.001259136,0.00007483665,0.0002346484,0.0004145556,0.06213322],"genre_scores_gemma":[0.9790772,0.009451092,0.002317833,0.004638118,0.0003678852,0.00003795271,0.00003484593,0.0000358917,0.004039308],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002169361,"threshold_uncertainty_score":0.006578207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593065801617994,"score_gpt":0.269662034097726,"score_spread":0.2537313760815461,"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."}}