{"id":"W2528422716","doi":"10.1007/s10750-016-3001-6","title":"Congregations of the leaf-shredding insect Lepidostoma togatum mediate exceptionally rapid mass loss from leaf litter in Nova Scotia rivers","year":2016,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Francis Xavier University; Huntsman Marine Science Centre","funders":"St. Francis Xavier University","keywords":"Litter; Plant litter; Alder; Biology; Detritivore; Microcosm; Nova scotia; Animal science; Colonization; Horticulture; Botany; Ecology; Invertebrate; Ecosystem; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002329563,0.0001507474,0.0001999418,0.00005241243,0.00009556054,0.00001005956,0.000519629,0.0001626881,0.01349736],"category_scores_gemma":[0.00007748118,0.00009461061,0.00009207556,0.0002004522,0.0009392775,0.0002490841,0.000371298,0.0001393111,0.00223912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966597,"about_ca_system_score_gemma":0.00002070985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226207,"about_ca_topic_score_gemma":0.01019368,"domain_scores_codex":[0.9987636,0.0001720594,0.0002512269,0.0003559781,0.0001258574,0.0003312807],"domain_scores_gemma":[0.9993426,0.0001737051,0.0001363257,0.0002856277,0.00001089733,0.0000508606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003908612,0.00003563287,0.8082765,0.000002570355,0.00001958317,0.000008749705,0.0002418353,0.0003496433,0.1869991,0.00004642824,0.003627046,0.000353736],"study_design_scores_gemma":[0.001301904,0.0001051432,0.9571478,0.00004753314,0.00001821098,0.000004660932,0.00007031712,0.0003068289,0.03694952,0.002189289,0.001609929,0.0002488584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961604,0.00001344141,0.0001061427,0.00123661,0.0006069054,0.0001770789,0.0001641046,0.00002464849,0.001510615],"genre_scores_gemma":[0.9984024,0.00001454684,0.000275159,0.0006152427,0.00003170979,0.000003045034,0.00003042005,0.000007200279,0.0006202933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1500496,"threshold_uncertainty_score":0.9985378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583005743879307,"score_gpt":0.1930041142121394,"score_spread":0.1771740567733464,"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."}}