{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001938417,0.001306988,0.0006697704,0.003793533,0.002491842,0.001759061,0.001001032,0.000914222,0.117262],"category_scores_gemma":[0.0004540977,0.000467046,0.0004159922,0.002013007,0.000543651,0.002181313,0.001909432,0.001603184,0.06710964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411185,"about_ca_system_score_gemma":0.0005513857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006495204,"about_ca_topic_score_gemma":0.01259915,"domain_scores_codex":[0.9997177,0.00002465798,0.00002382858,0.0001029277,0.00007627007,0.00005460412],"domain_scores_gemma":[0.9998596,0.00001451994,0.00002991074,0.00002109175,0.00003364719,0.00004124412],"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":[0.000416918,0.0001691868,0.004545179,0.001119527,0.00003716272,0.00146203,0.0008726804,0.0003298869,0.01685968,0.01051051,0.1558838,0.8077934],"study_design_scores_gemma":[0.00001545973,0.00004566062,0.008466766,0.0002270208,0.00002277982,0.001110725,0.0001861496,0.0001349974,0.00101287,0.0008487939,0.9879141,0.00001468179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04188223,0.01887138,0.009029377,0.001237408,0.001514194,0.0007359119,0.0372215,0.005343887,0.8841642],"genre_scores_gemma":[0.3677834,0.01186592,0.02669137,0.00357675,0.0008449035,0.0007658142,0.05429363,0.001485265,0.5326929],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.117262,"threshold_uncertainty_score":0.3922804,"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."}}