{"id":"W7163019956","doi":"10.5281/zenodo.20493637","title":"Isorhipis obliqua","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Clearing; Line (geometry); Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008035422,0.0002401473,0.0003115498,0.00007744061,0.006918637,0.0009627383,0.001259867,0.0002250687,0.0876502],"category_scores_gemma":[0.0009892085,0.000131902,0.0001526457,0.00140829,0.0004563994,0.0001474116,0.003223524,0.0004105444,0.01190099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784917,"about_ca_system_score_gemma":0.000001848275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180281,"about_ca_topic_score_gemma":0.000006937407,"domain_scores_codex":[0.9972496,0.0005685551,0.0004169972,0.0007248892,0.000263424,0.0007765206],"domain_scores_gemma":[0.9988152,0.0001175894,0.0001293356,0.0002005483,0.0005302472,0.0002070799],"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":[0.0001246643,0.0004582177,0.00006725433,0.00006166424,0.0001220491,0.00002830979,0.0002665579,0.00001200321,0.004645555,0.02700844,0.4635811,0.5036242],"study_design_scores_gemma":[0.0003021345,0.0007886005,0.01535948,0.000038779,0.00002879438,0.00003640203,0.0006674145,0.00008603444,0.0001027692,0.001850257,0.9805122,0.0002271418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2373538,0.002151201,0.0003716919,0.0355663,0.0009667193,0.001084726,0.0004255532,0.001076374,0.7210037],"genre_scores_gemma":[0.9850556,0.001793237,0.000039446,0.001579904,0.000333304,6.166142e-8,0.0006722666,0.00009785288,0.01042828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7477019,"threshold_uncertainty_score":0.9943742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901164458527667,"score_gpt":0.2451803980654769,"score_spread":0.2061687534802003,"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."}}