{"id":"W6948574893","doi":"10.5281/zenodo.10167102","title":"Mocyta fungi","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Swamp; Plant litter; Vegetation (pathology); Alder; Marsh; Balsam; Rubus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003672386,0.00008127037,0.00006398684,0.0001696943,0.001007271,0.0002750022,0.0005429357,0.00006306204,0.003372125],"category_scores_gemma":[0.0003218404,0.00008477556,0.00004595236,0.00041625,0.00006745492,0.00001134125,0.0008013617,0.0001469648,0.01717521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002498162,"about_ca_system_score_gemma":0.000003060269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006012872,"about_ca_topic_score_gemma":3.999783e-7,"domain_scores_codex":[0.9989822,0.0001271992,0.0001154902,0.0002822607,0.0001933858,0.0002994873],"domain_scores_gemma":[0.9992958,0.000009233255,0.00002794993,0.0003079079,0.0002467349,0.0001123572],"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":[0.00006279338,0.0000324708,0.00000458801,0.00001216528,0.00003015176,0.00001111334,0.00006454613,0.00004212252,0.4410584,0.0006593782,0.5273371,0.03068518],"study_design_scores_gemma":[0.0001856645,0.0001569522,0.0005034847,0.000006420098,0.000003175871,0.00008346381,0.0001097191,0.0002977749,0.01671009,0.00003362181,0.9818099,0.00009971658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4075609,0.0003339497,0.002290451,0.001305508,0.0003832243,0.0006578081,0.000703248,0.001294593,0.5854703],"genre_scores_gemma":[0.9790752,0.0003888124,0.00006000849,0.00009065258,0.0002825517,6.598268e-8,0.006962389,0.0006368133,0.0125035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5729668,"threshold_uncertainty_score":0.9975389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401980730774125,"score_gpt":0.2776697638280862,"score_spread":0.2374716907506737,"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."}}