{"id":"W1993183729","doi":"10.1371/journal.pone.0059644","title":"Ecological and Evolutionary Effects of Stickleback on Community Structure","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stickleback; Ecology; Biology; Theoretical ecology; Community structure; Fishery; Fish <Actinopterygii>; Demography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003625194,0.0002217969,0.0001760455,0.0004113178,0.0003147052,0.0003270931,0.0001615053,0.0002562164,0.000855103],"category_scores_gemma":[0.0007836672,0.0001424251,0.0001938694,0.0001510107,0.0004077725,0.0003466096,0.0005810307,0.0001943074,0.00007066824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737914,"about_ca_system_score_gemma":0.0002413609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823707,"about_ca_topic_score_gemma":0.00617208,"domain_scores_codex":[0.9997947,0.00006745588,0.00001388161,0.00004626436,0.00003945651,0.00003834759],"domain_scores_gemma":[0.9993721,0.000147004,0.0001821008,0.00005816074,0.00007842903,0.0001622783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005246836,0.0001397893,0.5269824,0.0001394657,0.0002120062,0.0003598723,0.0004943975,0.001409355,0.4496915,0.0004535379,0.0001078135,0.01948511],"study_design_scores_gemma":[0.000002659222,0.00009926519,0.9972569,0.000002314359,0.00001260086,0.00004481697,0.00007416525,0.0006364865,0.0017369,0.00006770028,0.00006239251,0.000003753946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996023,0.00009435059,0.00008455033,0.00001117286,8.389907e-7,0.000001486132,0.00001693676,0.00000219246,0.0001862146],"genre_scores_gemma":[0.999683,0.00005002675,0.0001481194,0.00001309107,0.000001787564,0.000002168142,0.00002770528,0.000001040613,0.00007301068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001823707,"threshold_uncertainty_score":0.003626227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05029382303439237,"score_gpt":0.1858978181478662,"score_spread":0.1356039951134738,"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."}}