{"id":"W7115063274","doi":"10.5281/zenodo.17922385","title":"Illidops suffectus","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Holotype; Paratype; Host (biology); Genus; Paraphernalia","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":[0.00007036624,0.0004707292,0.0001966329,0.002309486,0.001330345,0.000254667,0.0002644579,0.0002346026,0.01159609],"category_scores_gemma":[0.0001908061,0.0001580991,0.0001402316,0.0006116821,0.0004410651,0.0006445665,0.0008094153,0.0001826659,0.002295366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867535,"about_ca_system_score_gemma":0.0002506287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007398166,"about_ca_topic_score_gemma":0.01717382,"domain_scores_codex":[0.9999202,0.000006779435,0.00000888217,0.0000257538,0.00002017935,0.00001806801],"domain_scores_gemma":[0.9999367,0.000008697442,0.00002573983,0.000006312667,0.00001384537,0.000008685224],"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":[0.0009706232,0.0002070125,0.1051164,0.001384458,0.00008291451,0.003537586,0.002468941,0.0006061323,0.07563693,0.008982295,0.02962659,0.7713801],"study_design_scores_gemma":[0.00006703046,0.0003946025,0.7923862,0.0005441527,0.0001377182,0.01028602,0.002874225,0.0003423132,0.005175965,0.002186721,0.1855668,0.00003824004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6848055,0.009050352,0.00437291,0.0002617755,0.0002624223,0.0003244834,0.00321941,0.0004083931,0.2972948],"genre_scores_gemma":[0.9821373,0.001167129,0.001799089,0.0001914362,0.00002835885,0.00006379621,0.001330348,0.00001564124,0.01326698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159609,"threshold_uncertainty_score":0.03879279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131075171467613,"score_gpt":0.2425722137821023,"score_spread":0.2212614620674261,"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."}}