{"id":"W6969210797","doi":"10.5281/zenodo.5997737","title":"Cerodontha (Butomomyza) scirpi Karl","year":2018,"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":"Scirpus; Frass; Yield (engineering); Head (geology)","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":[0.0001236176,0.0005157106,0.000259695,0.001112566,0.0009558985,0.0002551674,0.0002297874,0.0003331542,0.00395844],"category_scores_gemma":[0.0002319966,0.0001547979,0.0001779349,0.0005981085,0.0004102844,0.0006664438,0.001036716,0.0003640647,0.0009742188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095304,"about_ca_system_score_gemma":0.000253596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010627,"about_ca_topic_score_gemma":0.00382539,"domain_scores_codex":[0.9999025,0.000008049913,0.00001042007,0.00003299146,0.00002596253,0.00002006336],"domain_scores_gemma":[0.9998751,0.0000150241,0.00006396209,0.0000125409,0.00001564224,0.00001778312],"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":[0.001449617,0.0002367832,0.1232489,0.00193026,0.0001492338,0.008548542,0.003865273,0.001296618,0.3265873,0.006262797,0.01381436,0.5126104],"study_design_scores_gemma":[0.0001557004,0.0006318954,0.8770621,0.0003433836,0.0001652809,0.008446604,0.001243721,0.0006239907,0.007506378,0.001437498,0.1023446,0.00003891041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082171,0.00308309,0.002416938,0.0004091541,0.0001776736,0.0002767134,0.001669734,0.0001691138,0.08358058],"genre_scores_gemma":[0.9913873,0.001237886,0.001269703,0.0002171108,0.00006692955,0.00008448754,0.0009844252,0.000008584204,0.004743609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00395844,"threshold_uncertainty_score":0.0132423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974495484046458,"score_gpt":0.2239912158607913,"score_spread":0.1742462610203268,"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."}}