{"id":"W3135495680","doi":"10.33915/etd.1643","title":"Relative abundance, temporal distribution, and functional feeding groups of aquatic insects in two first-order southwestern Pennsylvania streams","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"STREAMS; Abundance (ecology); Predation; Snag; Ecology; Predator; Taxon; Biology; Aquatic insect; Animal science; Environmental science; Hydrology (agriculture); Larva; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890401,0.0001835439,0.0002148359,0.0009882881,0.0006100365,0.0004075331,0.0001690567,0.0002266199,0.0009160963],"category_scores_gemma":[0.0006242426,0.0001991474,0.0001006662,0.0005160059,0.0002618878,0.0003352482,0.0003788098,0.0001910252,0.0001374463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830692,"about_ca_system_score_gemma":0.0002868246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02512535,"about_ca_topic_score_gemma":0.1334777,"domain_scores_codex":[0.999815,0.00003260521,0.000016144,0.00005507492,0.00005010059,0.00003116589],"domain_scores_gemma":[0.9990501,0.0001528512,0.0004301729,0.00001898003,0.0001853257,0.0001626131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008834199,0.00005397524,0.9902604,0.00002573108,0.00001862067,0.0001066065,0.0006749077,0.00007419875,0.00159233,0.00001526863,0.0001610223,0.006928569],"study_design_scores_gemma":[0.000003363261,0.00007212417,0.998975,0.000004874917,0.000005776494,0.00009665955,0.0004169942,0.0001608519,0.000106799,0.000007451581,0.0001477352,0.000002191068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997042,0.0000484272,0.00004085383,0.000008410147,6.869731e-7,0.000004985922,0.00008916883,0.000002735572,0.0001004172],"genre_scores_gemma":[0.9984027,0.0001099451,0.0005442306,0.00001849683,0.000004676075,0.00002286551,0.0005268524,0.000001797107,0.0003686387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02512535,"threshold_uncertainty_score":0.04995823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104158560650757,"score_gpt":0.204924585880407,"score_spread":0.1938830002738994,"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."}}