{"id":"W6968460745","doi":"10.5281/zenodo.15596338","title":"Acrotrichis longipennis","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peck (Imperial); Equinox; Hydrology (agriculture); Debris; West virginia","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":[0.0003407782,0.00007856511,0.00007129207,0.00001765069,0.001715553,0.0004038851,0.0003589944,0.0000451616,0.02697276],"category_scores_gemma":[0.0003047014,0.00004078516,0.00004504671,0.0004282556,0.00005102039,0.0001417152,0.0001848092,0.0001042246,0.004130333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005125587,"about_ca_system_score_gemma":6.483257e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001906198,"about_ca_topic_score_gemma":0.000001998246,"domain_scores_codex":[0.9990669,0.0001858119,0.0001220291,0.0002340812,0.0001514415,0.0002397107],"domain_scores_gemma":[0.9995616,0.00002208522,0.00004616897,0.00007916505,0.0001768566,0.0001141242],"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":[0.00003006058,0.0001505736,0.0001114635,0.000006986565,0.00001170662,0.000006075467,0.0000960534,0.000004567794,0.01175391,0.00923457,0.03858548,0.9400086],"study_design_scores_gemma":[0.0001153234,0.0001269306,0.005324053,0.000004222557,0.000003714327,0.0000382447,0.0001345588,0.00001241237,0.001274749,0.0001872133,0.9926785,0.0001001442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822593,0.00007107355,0.0004861298,0.0005362193,0.00006805214,0.0002708114,0.0001758972,0.0004395069,0.1753593],"genre_scores_gemma":[0.9987427,0.00001978017,0.00004629219,0.00009522847,0.00007194765,2.765439e-8,0.0008635818,0.00001075986,0.0001496739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.954093,"threshold_uncertainty_score":0.9995841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573326093539744,"score_gpt":0.2140262169406663,"score_spread":0.1782929560052688,"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."}}