{"id":"W1984804934","doi":"10.1038/482313a","title":"Species choked and blended","year":2012,"lang":"en","type":"letter","venue":"Nature","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Extinction (optical mineralogy); Ecology; Biodiversity; Ecological niche; Genetic algorithm; Habitat; Extinction debt; Biology; Habitat destruction; Merge (version control); Global biodiversity; Population; Converse; Geography; Paleontology","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":[0.003399044,0.0004177411,0.0008993222,0.0005002622,0.00439943,0.002717232,0.001376525,0.0274116,0.006735014],"category_scores_gemma":[0.01376972,0.000415846,0.0007186209,0.000519264,0.007468147,0.004361841,0.003323585,0.03206177,0.003145759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212252,"about_ca_system_score_gemma":0.002342899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006811347,"about_ca_topic_score_gemma":0.03243446,"domain_scores_codex":[0.9973468,0.0005538962,0.0001923675,0.0006489221,0.0007209344,0.0005370605],"domain_scores_gemma":[0.9936008,0.002759278,0.0004318324,0.0006385738,0.0007950636,0.001774515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001308274,0.00004746404,0.003548874,0.00006470895,0.00005153019,0.003832937,0.0008243375,0.00005804213,0.0004358565,0.03255246,0.9157316,0.04272134],"study_design_scores_gemma":[0.00005856584,0.00005252402,0.004816369,0.0002289495,0.00004397973,0.005367215,0.002581734,0.0003162473,0.0003398262,0.06551944,0.9206271,0.00004800819],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003188425,0.001287569,0.0007258386,0.9634104,0.01591406,0.00001317966,0.00005724742,0.00003417728,0.01536899],"genre_scores_gemma":[0.02066819,0.0005086802,0.0004758122,0.9477084,0.01194133,0.00002959838,0.0000220561,0.00002495316,0.01862085],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0274116,"threshold_uncertainty_score":0.02253091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006618080488761611,"score_gpt":0.2023297569462966,"score_spread":0.195711676457535,"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."}}