{"id":"W2958302734","doi":"10.11646/zoosymposia.14.1.19","title":"<p class=\"HeadingRunIn\"><strong>Discovery, dispersal, and genetic diversity of <em>Rhyacophila lobifera</em> Betten, 1934 (Trichoptera: Rhyacophilidae) in southeast Michigan, USA</strong></p>","year":2019,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Geography; Watershed; Population; Range (aeronautics); Ecology; Genetic diversity; Biology; Demography","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":[0.0001175682,0.00008684711,0.00005747177,0.0004517845,0.0005144226,0.0002965211,0.0001609161,0.0001190601,0.008082953],"category_scores_gemma":[0.0002941666,0.00007531045,0.00004995682,0.0003200956,0.0002705738,0.000193472,0.0002518412,0.0001297694,0.001195209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935457,"about_ca_system_score_gemma":0.0002085283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01972815,"about_ca_topic_score_gemma":0.1195348,"domain_scores_codex":[0.9999201,0.00001013276,0.000003304549,0.00002761946,0.00002393173,0.00001477624],"domain_scores_gemma":[0.9997321,0.00003577247,0.00009569377,0.00002789212,0.00006226283,0.00004635186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000106619,0.00004190544,0.8391764,0.00005747368,0.00001960982,0.0005470935,0.001580346,0.0001170707,0.03220918,0.0003018844,0.01376733,0.1120751],"study_design_scores_gemma":[0.000003765533,0.00003811743,0.9784108,0.00001487683,0.000006181109,0.0002061941,0.000370411,0.0002581909,0.002511813,0.0000443559,0.01813037,0.000004826918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781715,0.00008563136,0.0006654019,0.0002536032,0.00001497767,0.00003526992,0.002260922,0.000119615,0.01839313],"genre_scores_gemma":[0.9862338,0.0001074253,0.001324674,0.0001049842,0.0000204508,0.00003600184,0.002620994,0.0000528274,0.009498796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972815,"threshold_uncertainty_score":0.03922665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00752634584578346,"score_gpt":0.1872817193359197,"score_spread":0.1797553734901363,"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."}}