{"id":"W6931631560","doi":"10.5281/zenodo.7491517","title":"Ekspresowa Analiza Zagrożenia Agrofagiem: Melampsora farlowii","year":2020,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Quality and Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christmas tree; Rust (programming language); Endangered species; Host (biology); Leaf spot","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":[0.0001415828,0.0003592893,0.0003616192,0.001831559,0.0005404305,0.0008024934,0.000206757,0.0002847046,0.002796373],"category_scores_gemma":[0.0002068264,0.0001173841,0.0002145209,0.0008642421,0.0001481387,0.0004668427,0.0003343771,0.0002734118,0.0009603812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902577,"about_ca_system_score_gemma":0.0001993397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004842831,"about_ca_topic_score_gemma":0.01091993,"domain_scores_codex":[0.9998769,0.000009790231,0.00001499876,0.00004325279,0.00003212797,0.00002290552],"domain_scores_gemma":[0.9998897,0.0000108093,0.00003198135,0.000006569689,0.00004283501,0.000018157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001137145,0.0004556787,0.379914,0.001685391,0.0001999703,0.004678907,0.003549282,0.0004023782,0.3733174,0.0004481509,0.002483021,0.2317288],"study_design_scores_gemma":[0.00001396898,0.0002424447,0.9663965,0.00008302486,0.0001066442,0.002333365,0.001505467,0.0001670581,0.007298156,0.00008811062,0.02174943,0.00001576326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9788468,0.005068774,0.0009445094,0.0001053134,0.00007454311,0.0001195683,0.002555822,0.0001113048,0.01217335],"genre_scores_gemma":[0.9874549,0.002008977,0.002536562,0.0000948064,0.00002351265,0.00003647981,0.002674787,0.00002522895,0.00514478],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004842831,"threshold_uncertainty_score":0.00962925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06136676940085601,"score_gpt":0.2674050278152567,"score_spread":0.2060382584144007,"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."}}