{"id":"W6950478232","doi":"10.5281/zenodo.5997882","title":"Phytomyza aralivora Spencer","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Taxonomy (biology); Sowing; Host (biology)","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":[0.0001861513,0.0000729356,0.00006857524,0.00002223436,0.001738996,0.0004201713,0.0004915249,0.00003709102,0.0481991],"category_scores_gemma":[0.0001173869,0.00003505432,0.00003654884,0.0003428816,0.0001118489,0.0002017215,0.0003054765,0.0001178819,0.02355227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002858485,"about_ca_system_score_gemma":4.006496e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004082947,"about_ca_topic_score_gemma":0.000006447021,"domain_scores_codex":[0.9992025,0.0000908574,0.0001089462,0.000218005,0.0001551564,0.0002244775],"domain_scores_gemma":[0.9995053,0.00002251946,0.0000429149,0.00007009285,0.0002588315,0.0001003571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006348592,0.0001846642,0.00002558753,0.000004968144,0.00002033362,0.000007225436,0.0003141456,6.917896e-7,0.2712752,0.002142556,0.50672,0.2192411],"study_design_scores_gemma":[0.00008404552,0.000219614,0.003864036,0.00001005818,0.000003685238,0.00005652033,0.0001340177,0.00007353335,0.002319096,0.0001590468,0.9929835,0.00009285998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5796107,0.00003121885,0.00008523669,0.002237187,0.0002463332,0.00022117,0.0003224617,0.0007357132,0.41651],"genre_scores_gemma":[0.9964969,0.00002044256,0.00004156114,0.0002142348,0.0006045933,1.329625e-8,0.0007104413,0.00002973508,0.001882113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4862635,"threshold_uncertainty_score":0.9995606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608181535266379,"score_gpt":0.2450634859944226,"score_spread":0.1889816706417588,"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."}}