{"id":"W7118885477","doi":"10.5281/zenodo.18157304","title":"Illidops mutabilis","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":"Paratype; Sequence (biology); Apanteles; Synonym (taxonomy); Key (lock)","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":[0.00005059118,0.0007115371,0.0001649473,0.001466854,0.0009379578,0.0003260548,0.0003867889,0.0004695618,0.02365975],"category_scores_gemma":[0.0002392738,0.0002151173,0.0001805983,0.0003739728,0.0004520603,0.000782728,0.0008614394,0.0004156685,0.007170677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006225153,"about_ca_system_score_gemma":0.0001767998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004525995,"about_ca_topic_score_gemma":0.005481414,"domain_scores_codex":[0.9998821,0.000007834847,0.000009697766,0.0000416398,0.00003872412,0.00002001843],"domain_scores_gemma":[0.9999031,0.00001563889,0.0000451608,0.00001033299,0.00001608456,0.000009650143],"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":[0.0006576178,0.0002275819,0.02946875,0.001089083,0.00008998957,0.004211665,0.00145156,0.001088951,0.1067058,0.01013577,0.03183154,0.8130417],"study_design_scores_gemma":[0.00008686096,0.0004221276,0.3681062,0.0004766313,0.0001580382,0.02154857,0.001268848,0.000867456,0.0238618,0.003179976,0.5799508,0.00007263993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3077691,0.008434096,0.00628933,0.0005254872,0.0005347528,0.0004229434,0.005185586,0.0008654371,0.6699733],"genre_scores_gemma":[0.9321983,0.001925346,0.002627015,0.0003530296,0.00008183435,0.00008478077,0.001740183,0.00004583566,0.06094363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02365975,"threshold_uncertainty_score":0.07914972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240486275056712,"score_gpt":0.2428262088442385,"score_spread":0.2204213460936714,"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."}}