{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004231027,0.0007003862,0.00204144,0.0001996442,0.000615157,0.00002290057,0.002840536,0.002924144,0.002502651],"category_scores_gemma":[0.0001659882,0.0004874795,0.0005691278,0.0005843851,0.005408253,0.00004590104,0.002365172,0.001751432,0.002792792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683525,"about_ca_system_score_gemma":0.0001414336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469922,"about_ca_topic_score_gemma":0.007888964,"domain_scores_codex":[0.9963723,0.0007968015,0.001067065,0.0007491197,0.00006117976,0.0009534997],"domain_scores_gemma":[0.9968404,0.0006041524,0.0009152142,0.001538649,0.00002613106,0.00007544165],"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":[0.00002342312,0.0001504231,0.00001583848,0.0005702926,0.0002060409,0.000007261308,0.00007291295,6.252756e-7,0.08575507,0.002630103,0.03422038,0.8763477],"study_design_scores_gemma":[0.0001880043,0.000339167,0.000004461778,0.0003269694,0.0002173942,0.0001981401,0.00002604283,2.448301e-7,0.006747879,0.001175402,0.9903157,0.0004606346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005198484,0.9897107,0.00001213376,0.001122078,0.0009329475,0.001510275,0.0002221249,0.0001127725,0.001178475],"genre_scores_gemma":[0.0004973281,0.9972208,0.0004207249,0.0001745549,0.00005899162,0.0001302039,0.0002569193,0.00006193339,0.001178563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9560953,"threshold_uncertainty_score":0.9997577,"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."}}