{"id":"W6949393020","doi":"10.5281/zenodo.14754708","title":"Anisocyrta perdita Haliday 2018","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wing; Vein; Mandible (arthropod mouthpart); Ovipositor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005233934,0.0004002141,0.0002821626,0.001080388,0.001030225,0.0004724699,0.0003844344,0.0004273537,0.02023914],"category_scores_gemma":[0.0002124532,0.0001583636,0.000173616,0.0006297436,0.0004022932,0.0006935192,0.0007083626,0.0005613102,0.004516989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000527254,"about_ca_system_score_gemma":0.0002686772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461285,"about_ca_topic_score_gemma":0.003446348,"domain_scores_codex":[0.999884,0.00001052584,0.00001439339,0.00004111231,0.00003652025,0.0000134216],"domain_scores_gemma":[0.9998921,0.00001955912,0.00003727624,0.0000141197,0.00002691986,0.000009973962],"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":[0.0006378893,0.0001562002,0.01130061,0.001850312,0.00008796296,0.004552763,0.001580078,0.001384349,0.04240069,0.01165504,0.05179271,0.8726013],"study_design_scores_gemma":[0.00009174432,0.0001841363,0.1033916,0.0002968839,0.0001681586,0.008640062,0.001499349,0.001228836,0.008123204,0.003579221,0.8727598,0.0000370352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2238345,0.01160697,0.005708897,0.001281825,0.001467686,0.0004704608,0.004137046,0.00103096,0.7504616],"genre_scores_gemma":[0.922798,0.004281112,0.004597983,0.0005963076,0.0005519327,0.0001436494,0.002020729,0.00009850167,0.06491171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02023914,"threshold_uncertainty_score":0.0677067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562417504763597,"score_gpt":0.2269848990031214,"score_spread":0.2113607239554855,"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."}}