{"id":"W2883590089","doi":"10.1111/jpy.12771","title":"The effects of contemporary selection and dispersal limitation on the community assembly of acidophilic microalgae","year":2018,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Ministry of Science and Technology, Taiwan","keywords":"Biological dispersal; Biology; Ecology; Habitat; Ecological selection; Selection (genetic algorithm)","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":[0.0009786617,0.00006331842,0.0001738585,0.00002960373,0.0003667542,0.000003489469,0.0002807025,0.00008250709,0.000115054],"category_scores_gemma":[0.0004088679,0.00003622664,0.00004873904,0.00009687954,0.0008809386,0.00005848649,0.0001135182,0.0004315539,0.000007177667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002931648,"about_ca_system_score_gemma":0.00002244471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855289,"about_ca_topic_score_gemma":0.0009948072,"domain_scores_codex":[0.9979712,0.001586254,0.0002497507,0.00004120013,0.0000577099,0.00009389348],"domain_scores_gemma":[0.9962959,0.003061805,0.000439322,0.0001363243,0.00004488727,0.00002175275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003666522,0.000194464,0.01177606,0.00001408241,0.00005822636,6.119007e-7,0.00225411,0.000008969007,0.9766824,0.0004724231,0.007176803,0.0009952539],"study_design_scores_gemma":[0.0008451297,0.009100964,0.8101093,0.00003705168,0.00003920058,0.00005908411,0.0009071158,0.0001088613,0.1709374,0.004962943,0.002809796,0.00008311783],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978808,0.00007041279,0.0000207595,0.000633854,0.0001889085,0.0001105264,8.686328e-7,0.000001528944,0.001092334],"genre_scores_gemma":[0.9995499,0.00005476503,0.00002865145,0.0003013904,0.00004118649,0.000001337824,7.340698e-7,0.000003402298,0.00001864334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8057449,"threshold_uncertainty_score":0.3245855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504756701448614,"score_gpt":0.2445052901791907,"score_spread":0.2294577231647045,"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."}}