{"id":"W6894075365","doi":"10.5281/zenodo.7994981","title":"Rheocricotopus (Psilocricotopus) robacki","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; Pupa; China; Key (lock)","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":[0.00009382594,0.0003949484,0.0001400432,0.000883202,0.0004432185,0.0001613544,0.0002330039,0.0001970646,0.005355998],"category_scores_gemma":[0.0002106785,0.0001173129,0.00009501488,0.0003199519,0.000267874,0.0002661404,0.0004945379,0.0001447841,0.001250199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619434,"about_ca_system_score_gemma":0.0001273642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006454542,"about_ca_topic_score_gemma":0.01549979,"domain_scores_codex":[0.9999157,0.00001065643,0.000008015134,0.0000322325,0.00001940944,0.00001391085],"domain_scores_gemma":[0.9998771,0.00001602397,0.00005902211,0.00001269037,0.0000211674,0.00001399746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001047106,0.0002361961,0.4749913,0.001417262,0.0001541145,0.002633421,0.003423707,0.0006497714,0.1609346,0.001321686,0.006158466,0.3470323],"study_design_scores_gemma":[0.00001114513,0.0001701659,0.9800777,0.00007581828,0.00004028534,0.001764069,0.0005985517,0.0002208416,0.002985877,0.00007860798,0.01396756,0.000009341851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647388,0.001273566,0.0007933056,0.00005054828,0.00002523651,0.00006198386,0.001132261,0.00006573577,0.0318586],"genre_scores_gemma":[0.9943151,0.0004341053,0.0008293242,0.00004986991,0.00001354733,0.00003146369,0.0007332677,0.000005137726,0.003588181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006454542,"threshold_uncertainty_score":0.01791757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232607392656335,"score_gpt":0.2086455913453524,"score_spread":0.186319517418789,"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."}}