{"id":"W6968455307","doi":"10.5281/zenodo.15021228","title":"Euura pallicercus","year":2025,"lang":"en","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":"University of Guelph","funders":"","keywords":"Point (geometry); Natural (archaeology); Identification (biology); Product (mathematics)","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":[0.00007717267,0.000307004,0.0001544967,0.0009573359,0.0006960701,0.0002549583,0.0003478752,0.000303816,0.01353309],"category_scores_gemma":[0.0002390426,0.0001177324,0.0001240523,0.0003754649,0.0003088627,0.0004545058,0.0007233184,0.0002277888,0.0033511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863235,"about_ca_system_score_gemma":0.0001315423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339785,"about_ca_topic_score_gemma":0.01206307,"domain_scores_codex":[0.9999284,0.000008848971,0.000006705774,0.00002350835,0.00001957978,0.00001301593],"domain_scores_gemma":[0.99992,0.000009581252,0.00003419422,0.00001003992,0.00001766128,0.000008497203],"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":[0.0003401385,0.0001357548,0.07170439,0.0007234046,0.000069947,0.002927455,0.001883896,0.0002992802,0.06208976,0.00473927,0.01850353,0.8365832],"study_design_scores_gemma":[0.00004860233,0.0003207265,0.638789,0.0005528423,0.0001250701,0.01067677,0.0022326,0.0004615482,0.009760862,0.001481986,0.3355166,0.00003335716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6659102,0.01054349,0.003383985,0.0004377263,0.0004478986,0.0001550558,0.002192162,0.0005781109,0.3163513],"genre_scores_gemma":[0.9722569,0.001782986,0.001940926,0.0004080517,0.00007078264,0.00004377321,0.001278932,0.00003369113,0.02218394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353309,"threshold_uncertainty_score":0.04527271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095857623070291,"score_gpt":0.2399311348737332,"score_spread":0.2189725586430303,"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."}}