{"id":"W2070080821","doi":"10.1086/522056","title":"Does Competition between Resources Change the Competition between Their Consumers to Mutualism? Variations on Two Themes by Vandermeer","year":2007,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Zoo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mutualism (biology); Competition (biology); Population; Resource (disambiguation); Business; Ecology; Economics; Biology; Computer science; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004585781,0.0002085595,0.0002740635,0.00001882307,0.001010187,0.0001019503,0.0004563229,0.00003397364,0.00006867867],"category_scores_gemma":[0.00004537004,0.00004891623,0.00009729202,0.0005013926,0.0004454337,0.00007075807,0.0001036782,0.0002308221,0.00005882185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000374107,"about_ca_system_score_gemma":0.000001934827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004065471,"about_ca_topic_score_gemma":0.005295246,"domain_scores_codex":[0.9986805,0.0001868239,0.0002131138,0.0002691886,0.0002861864,0.0003641388],"domain_scores_gemma":[0.99774,0.001843979,0.0001980458,0.00007193063,0.00006053923,0.00008544786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007946515,0.0003146977,0.4351671,0.000021313,0.0008857971,0.00001175124,0.01766438,0.000003547623,0.1230162,0.02250754,0.031995,0.367618],"study_design_scores_gemma":[0.00009156029,0.0001668265,0.8519651,0.00002402413,0.00003906709,0.000001225076,0.003646805,0.000002392972,0.001072037,0.0004482987,0.1423392,0.000203516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589074,0.0001214964,0.000007667101,0.03846911,0.00007364219,0.0003467144,0.0009489742,0.00009086899,0.001034137],"genre_scores_gemma":[0.9949152,0.00008110993,0.00001556097,0.003662194,0.0008431465,0.00002130279,0.0002579072,0.000002332985,0.0002012354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416798,"threshold_uncertainty_score":0.7769642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670814789377868,"score_gpt":0.2610050563431478,"score_spread":0.2142969084493691,"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."}}