{"id":"W6912519451","doi":"10.5281/zenodo.5834991","title":"Stigmatomyces ephydrae L. Mercier & R. Poiss.","year":2021,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dorsum; Weir; China","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":[0.0001024048,0.0004440162,0.000255653,0.0008403134,0.0006916361,0.0003387844,0.0004452277,0.0005325878,0.01461003],"category_scores_gemma":[0.0002686447,0.00021484,0.0002430812,0.0005248407,0.0002298722,0.001010041,0.0006784396,0.000857008,0.005159129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005145045,"about_ca_system_score_gemma":0.0002776614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532381,"about_ca_topic_score_gemma":0.009109241,"domain_scores_codex":[0.9999163,0.0000070459,0.000005723717,0.00003358572,0.0000290528,0.00000826952],"domain_scores_gemma":[0.9999194,0.00001586835,0.00002811596,0.00001154209,0.00001633077,0.000008727112],"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":[0.0002394764,0.00006728743,0.005680641,0.001125162,0.00004163338,0.002778956,0.0008562023,0.0004291585,0.1294898,0.007676742,0.08167171,0.7699432],"study_design_scores_gemma":[0.00006788163,0.00009901013,0.1615246,0.000255752,0.00004756533,0.007110498,0.000445193,0.0003292965,0.007427462,0.001134874,0.8215309,0.00002707767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2552364,0.06574093,0.01967484,0.006579663,0.002708639,0.0009847273,0.01422568,0.002114492,0.6327347],"genre_scores_gemma":[0.6659399,0.01666732,0.0252385,0.002858471,0.0007319929,0.000516195,0.01310119,0.0002879142,0.2746586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01461003,"threshold_uncertainty_score":0.04887539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807024471367706,"score_gpt":0.2327695692719632,"score_spread":0.1846993245582862,"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."}}