{"id":"W2171002906","doi":"10.1098/rsbl.2009.0489","title":"Ecology, evolution and genetics join together on Canada's east coast","year":2009,"lang":"en","type":"article","venue":"Biology Letters","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"","keywords":"Biology; Join (topology); Ecological genetics; Ecology; Evolutionary ecology; Environmental ethics; Evolutionary biology; Sociology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001853092,0.0005641669,0.0006045405,0.001418801,0.01315587,0.005139823,0.0009770222,0.002717999,0.02171333],"category_scores_gemma":[0.001554988,0.0003529798,0.0003618216,0.001953398,0.003924277,0.00137164,0.004473784,0.004270219,0.002143709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03507515,"about_ca_system_score_gemma":0.09542229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9507884,"about_ca_topic_score_gemma":0.9894716,"domain_scores_codex":[0.9978628,0.0001477273,0.00002844491,0.000164693,0.0007099553,0.001086432],"domain_scores_gemma":[0.992884,0.0001566125,0.00009786006,0.0001055137,0.002183456,0.004572572],"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":[0.0001004064,0.00004496262,0.01642151,0.0001209173,0.00004074613,0.0004332994,0.002926659,0.0002534125,0.001280725,0.01896783,0.8505014,0.108908],"study_design_scores_gemma":[0.000007956812,0.00001060071,0.01781159,0.00006701187,0.000009792004,0.0000362696,0.005637637,0.00006321925,0.0001161808,0.002202194,0.9740171,0.00002059536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.042525,0.03495666,0.001922403,0.6405799,0.02978286,0.0001230707,0.001170275,0.0002723018,0.2486674],"genre_scores_gemma":[0.230701,0.01699898,0.004444435,0.06509055,0.00289572,0.0000578104,0.001020787,0.0001954815,0.6785952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04921162,"threshold_uncertainty_score":0.2544892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008689949212251337,"score_gpt":0.216380862807961,"score_spread":0.2076909135957096,"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."}}