{"id":"W4386120064","doi":"10.22543/0090-0222.1899","title":"A New Larval Record of <i>Perlinella Drymo</i> (Plecoptera: Perlidae) for Michigan","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Colorado State University","keywords":"Tributary; Larva; Biology; STREAMS; Substrate (aquarium); Ecology; Zoology; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0000898388,0.0001739811,0.0001165842,0.0006325847,0.0007468477,0.0003379665,0.0002362642,0.0002021356,0.002421736],"category_scores_gemma":[0.0002056759,0.000157365,0.000069368,0.0004459067,0.0001887199,0.0003356903,0.0004302344,0.0002833609,0.0004803877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424852,"about_ca_system_score_gemma":0.0001951751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02612974,"about_ca_topic_score_gemma":0.2260457,"domain_scores_codex":[0.9999267,0.000007743471,0.000007255348,0.00002591138,0.00002002032,0.00001239125],"domain_scores_gemma":[0.9997424,0.00001452661,0.0001029028,0.00001775648,0.00007070228,0.00005168014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007447993,0.00003336041,0.935402,0.00008602266,0.00004000166,0.0005731389,0.002211154,0.00004309376,0.03141182,0.0001084358,0.002734393,0.02728221],"study_design_scores_gemma":[0.000001032614,0.0000513782,0.9932078,0.00001319757,0.00001278001,0.0004062692,0.000269126,0.00007123116,0.0006604107,0.000008705077,0.005294334,0.000003777497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933984,0.0003142028,0.0002989559,0.0000661903,0.000008193847,0.00001364051,0.00168295,0.00002214697,0.004195326],"genre_scores_gemma":[0.994976,0.0002215898,0.00101801,0.00007982422,0.0000116814,0.00002100736,0.001497143,0.000006604631,0.002168142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02612974,"threshold_uncertainty_score":0.05195534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212938582977745,"score_gpt":0.2345426468611843,"score_spread":0.2124132610314069,"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."}}