{"id":"W3089859006","doi":"10.1002/ece3.6842","title":"There’s a storm a‐coming: Ecological resilience and resistance to extreme weather events","year":2020,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Biology; Population; Ecology; Extreme weather; Resistance (ecology); Psychological resilience; Climate change; Range (aeronautics); Abundance (ecology); Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000119655,0.00007504177,0.0000929532,0.000009224121,0.0001758911,0.000007665078,0.00007481033,0.00007862108,0.008105704],"category_scores_gemma":[0.00009538775,0.00006633943,0.00001400327,0.0001037218,0.000132748,0.00007561596,0.0001363813,0.00007027253,0.0005252114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084472,"about_ca_system_score_gemma":0.000004321871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001744487,"about_ca_topic_score_gemma":0.001880628,"domain_scores_codex":[0.9993302,0.00004724473,0.00009384989,0.0002633653,0.00007564104,0.0001896913],"domain_scores_gemma":[0.9997308,0.00002956076,0.00003076688,0.00006473672,0.000004520592,0.0001396725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057803,0.0000535996,0.9764699,0.000005704504,0.000003861612,0.000005440702,0.0004555743,0.00000653163,0.004523162,0.003510717,0.01468395,0.0001757767],"study_design_scores_gemma":[0.000199725,0.000120149,0.9798596,0.000002176602,0.000004694947,0.000002979704,0.0005132888,0.00005687891,0.0000301098,0.0007101933,0.01842009,0.00008011368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840078,0.0001111877,0.0001476977,0.006842704,0.00006006029,0.0001362618,0.000008418525,0.0000286666,0.008657198],"genre_scores_gemma":[0.9978732,0.00004454232,0.0001298119,0.001218383,0.00002015233,0.00001842925,0.000002619854,0.000003207379,0.0006896845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386536,"threshold_uncertainty_score":0.992801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230537499072862,"score_gpt":0.2358540714715002,"score_spread":0.2035486964807716,"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."}}