{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001271398,0.0004030765,0.0003991209,0.0001285694,0.002085029,0.0005700429,0.001646889,0.0003187048,0.1399655],"category_scores_gemma":[0.0008317837,0.0004357601,0.0001961194,0.0006399111,0.0005034652,0.0003651491,0.003455686,0.0008082397,0.07060813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267314,"about_ca_system_score_gemma":0.00000868056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226296,"about_ca_topic_score_gemma":0.000005023228,"domain_scores_codex":[0.9954736,0.0005991757,0.0005796626,0.001014132,0.00172408,0.0006093745],"domain_scores_gemma":[0.9983082,0.00003254173,0.0003517427,0.000793147,0.00007830594,0.0004360643],"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":[0.00004862262,0.0001387624,0.00003575757,0.0001214372,0.0000742309,0.00003678162,0.0007444783,0.0001363841,0.002428746,0.0002419961,0.927962,0.0680308],"study_design_scores_gemma":[0.0002966648,0.0002084977,0.003127938,0.00005018075,0.00006359688,0.0001368355,0.0001469536,0.0001124487,0.0002547617,0.0001555822,0.9949759,0.0004706098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003156771,0.0002698449,0.002058313,0.002056629,0.0004157654,0.000891766,0.001127794,0.001040114,0.988983],"genre_scores_gemma":[0.8630412,0.007533453,0.001749404,0.004069361,0.002749564,6.951479e-7,0.04334269,0.01317587,0.06433782],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9246452,"threshold_uncertainty_score":0.9998094,"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."}}