{"id":"W2079227341","doi":"10.1111/j.1523-1739.2009.01375.x","title":"Climate Change and Conservation of Leading‐Edge Peripheral Populations","year":2009,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":184,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Resource (disambiguation); Geography; Library science; Political science; Archaeology","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":[0.000521043,0.00009555158,0.00016483,0.0004933618,0.0007879917,0.001039128,0.0003018395,0.0003130551,0.004446277],"category_scores_gemma":[0.00163906,0.00006872715,0.00008174328,0.0006236242,0.001220657,0.000802519,0.0007603844,0.0004539326,0.0001476046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000522,"about_ca_system_score_gemma":0.0004152338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522143,"about_ca_topic_score_gemma":0.02436852,"domain_scores_codex":[0.9998822,0.00003426726,0.00000316629,0.00002917519,0.00001041586,0.0000407694],"domain_scores_gemma":[0.9994702,0.0001011934,0.0001469835,0.00005067058,0.00008478,0.0001461165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005745164,0.0002534135,0.7285048,0.0001942681,0.0002377418,0.0003757845,0.002871914,0.00904488,0.007815677,0.04835723,0.005691107,0.1960787],"study_design_scores_gemma":[0.00003370588,0.00009736409,0.9404152,0.00005608501,0.00006329225,0.0002796431,0.002447941,0.003192052,0.0003942509,0.04176185,0.0112438,0.00001485014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791382,0.001868832,0.001010739,0.001662765,0.00006014767,0.000004588197,0.00004847418,0.00001156983,0.01619468],"genre_scores_gemma":[0.9990543,0.0002800952,0.00009679581,0.0001022808,0.00001658195,8.631312e-7,0.00001503248,0.000001264105,0.0004328489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005522143,"threshold_uncertainty_score":0.01487422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105629147920324,"score_gpt":0.3092956839977367,"score_spread":0.1987327692057043,"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."}}