{"id":"W6911328595","doi":"10.5281/zenodo.10283880","title":"Rhantaticus congestus","year":2023,"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":"Laurentian University","funders":"","keywords":"Instar; Larva; Head (geology); Hemiptera; Appendage; Phallus (fungus)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001373241,0.0005033152,0.0002758442,0.001718987,0.0006317333,0.0002200331,0.0004427595,0.0003041133,0.01153815],"category_scores_gemma":[0.0004033268,0.0002414972,0.0002249605,0.0007147885,0.0004612415,0.0006403631,0.0006571991,0.0004430813,0.003565818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964363,"about_ca_system_score_gemma":0.0001578368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506224,"about_ca_topic_score_gemma":0.002659999,"domain_scores_codex":[0.9998049,0.00002634166,0.00002719954,0.00007145514,0.00004553936,0.0000245687],"domain_scores_gemma":[0.9998304,0.00003435475,0.00007581351,0.0000213346,0.00002098804,0.00001710635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00104707,0.0003159187,0.1249872,0.002351254,0.000178655,0.01346865,0.0102019,0.00291725,0.1506159,0.005783616,0.02474768,0.663385],"study_design_scores_gemma":[0.00008200841,0.001096554,0.7060486,0.0008791538,0.0001247549,0.02917639,0.003341214,0.001001866,0.009196831,0.001459996,0.2475013,0.00009131824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7857656,0.008342121,0.003024598,0.0004087739,0.0003714351,0.000470666,0.004317686,0.0006030148,0.1966961],"genre_scores_gemma":[0.9844177,0.0009751963,0.002474986,0.0001399994,0.00007307495,0.000111729,0.002110362,0.00004064139,0.009656239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01153815,"threshold_uncertainty_score":0.03859895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125942206367304,"score_gpt":0.2156446005912601,"score_spread":0.1843851785275871,"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."}}