{"id":"W3165852491","doi":"10.1038/s41559-021-01462-8","title":"Coexistence holes characterize the assembly and disassembly of multispecies systems","year":2021,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto","funders":"Division of Environmental Biology; Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Nanotechnology; Materials science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006269048,0.0003188544,0.0004759164,0.001048467,0.0009130439,0.001162674,0.0007824196,0.000756462,0.002068477],"category_scores_gemma":[0.003448512,0.0003559359,0.0003098764,0.0003337474,0.002263847,0.002550161,0.001569082,0.0006578728,0.0002077254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003682288,"about_ca_system_score_gemma":0.0002654405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004034468,"about_ca_topic_score_gemma":0.000387053,"domain_scores_codex":[0.9997219,0.0000518624,0.0000161556,0.00004864389,0.00007591365,0.00008545228],"domain_scores_gemma":[0.9964203,0.001542896,0.0008765967,0.0003518248,0.0002719854,0.0005363672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001239493,0.0003211019,0.04563766,0.0003719553,0.0001435639,0.002403195,0.00220773,0.07175156,0.1094427,0.7124472,0.006238541,0.04779533],"study_design_scores_gemma":[0.0001494833,0.0005356687,0.03299018,0.00005210763,0.00006571725,0.00202117,0.001271886,0.3945394,0.01550563,0.5482898,0.004491801,0.00008711744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283229,0.0003408297,0.06469743,0.0002528381,0.00005648644,0.00004678413,0.00008814046,0.0002280399,0.005966581],"genre_scores_gemma":[0.9953365,0.00004640058,0.003790601,0.00003263316,0.0000205315,0.00002110016,0.00004796352,0.00002652857,0.0006778971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002068477,"threshold_uncertainty_score":0.006919801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009426106946828666,"score_gpt":0.2227653474626542,"score_spread":0.2133392405158256,"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."}}