{"id":"W2123232105","doi":"10.1139/f03-061","title":"Resistance, resilience, and patchiness of invertebrate assemblages in native tussock and pasture streams in New Zealand after a hydrological disturbance","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disturbance (geology); Species richness; Intermediate Disturbance Hypothesis; Ecology; Abundance (ecology); Tussock; Resistance (ecology); Environmental science; Invertebrate; Grassland; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004149685,0.00009214455,0.0002131968,0.0001016149,0.0000973522,0.00005683781,0.0001235459,0.00005424758,0.0001234673],"category_scores_gemma":[0.0001486182,0.00006771619,0.00001324338,0.0003200349,0.001207968,0.0003835415,0.00002632955,0.0001113772,4.624167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003588966,"about_ca_system_score_gemma":0.000141761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01219301,"about_ca_topic_score_gemma":0.6051593,"domain_scores_codex":[0.9991618,0.00008953144,0.000215539,0.0001793578,0.0001230648,0.0002306891],"domain_scores_gemma":[0.9995453,0.0000794651,0.0001063995,0.00004218705,0.000005132633,0.0002215441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002149897,0.00000743498,0.9957339,0.000005649892,0.000002279001,0.00007148024,0.002546708,0.00002218027,0.00002647821,0.00007388814,0.000948012,0.0005404593],"study_design_scores_gemma":[0.0004242554,0.0001977253,0.9873458,0.00005465218,0.000004190644,0.00002633805,0.001673773,0.0003756305,0.00004729086,0.008616386,0.001134141,0.00009983392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971325,0.0005989692,0.00000433786,0.001317949,0.0000503392,0.00005562213,0.000003164402,6.218513e-7,0.0008364412],"genre_scores_gemma":[0.9989192,0.0001171045,0.0002637364,0.0002329445,0.000004624779,7.538987e-7,1.77023e-7,0.00000165651,0.000459817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5929663,"threshold_uncertainty_score":0.9943849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007171246461731677,"score_gpt":0.1819629011644303,"score_spread":0.1747916547026986,"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."}}