{"id":"W6912863038","doi":"10.5281/zenodo.7995002","title":"Rheocricotopus (Rheocricotopus) tuberculatus Caldwell 1984","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Campbell Scientific (Canada)","funders":"","keywords":"Larva; Detritus; Pupa; STREAMS; Litter; Plant litter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006931081,0.000484274,0.0001247486,0.001093048,0.0005699508,0.0002139469,0.0004209168,0.0002599365,0.01133857],"category_scores_gemma":[0.0002214535,0.0001794051,0.00008611456,0.0004953131,0.0003331667,0.000310109,0.0005253968,0.0002679798,0.003206395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208313,"about_ca_system_score_gemma":0.0002192149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141524,"about_ca_topic_score_gemma":0.05871549,"domain_scores_codex":[0.999923,0.000006041012,0.000006743479,0.00002582068,0.00002629575,0.00001201633],"domain_scores_gemma":[0.9998265,0.00001536864,0.00008991981,0.00001684278,0.00002845708,0.00002303112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006332736,0.000257647,0.3343347,0.0008460687,0.00007522207,0.002433379,0.002511165,0.0005493587,0.05789499,0.002755931,0.02141622,0.5762919],"study_design_scores_gemma":[0.00002744343,0.0002175749,0.8934376,0.0002162033,0.00003187217,0.00247719,0.0009798207,0.0001548226,0.002126323,0.0002954769,0.1000181,0.00001749692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051596,0.003026762,0.002104936,0.0002000039,0.0001298812,0.0004908534,0.006161056,0.0002020998,0.1825247],"genre_scores_gemma":[0.959716,0.002393268,0.004630438,0.0002830049,0.00005083755,0.0002480763,0.003683989,0.00003194097,0.02896247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141524,"threshold_uncertainty_score":0.03793126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912404029391154,"score_gpt":0.2069682517653538,"score_spread":0.1878442114714423,"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."}}