{"id":"W6892428948","doi":"10.5281/zenodo.10529839","title":"Leucopis Meigen","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Subgenus; Ceratopogonidae; Mediterranean climate; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003436965,0.00009914095,0.00009774249,0.0000260655,0.001090166,0.0009102334,0.0006657101,0.00006593172,0.03729067],"category_scores_gemma":[0.0003168776,0.00004121344,0.00007271185,0.0004264694,0.0001172023,0.0001531394,0.0004965293,0.0001786596,0.01266304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806099,"about_ca_system_score_gemma":6.579425e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001759747,"about_ca_topic_score_gemma":0.000001223409,"domain_scores_codex":[0.9989028,0.0001595515,0.0001415021,0.0003280048,0.0001975616,0.0002705646],"domain_scores_gemma":[0.9995435,0.00006448212,0.00002567952,0.00007600687,0.0001800283,0.0001103068],"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":[0.00001730993,0.00003193462,0.000003173772,0.00001340591,0.00002321636,0.00001791982,0.0001084574,0.000001419123,0.1580652,0.008988123,0.1142598,0.7184701],"study_design_scores_gemma":[0.00005137325,0.0002375256,0.003684885,0.00001667408,0.000005315646,0.00003629575,0.0001104935,0.00004647546,0.000937051,0.0007666295,0.9939945,0.0001127307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5614289,0.002609695,0.0003284551,0.01669954,0.000440175,0.0008123562,0.0007600962,0.004877702,0.4120431],"genre_scores_gemma":[0.9967274,0.0001194872,0.00004589845,0.0003108245,0.000410075,3.064249e-8,0.0007882738,0.0000501198,0.001547908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8797348,"threshold_uncertainty_score":0.9881057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968192673169024,"score_gpt":0.2258926115331498,"score_spread":0.1762106848014596,"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."}}