{"id":"W6948696317","doi":"10.5281/zenodo.10167415","title":"Tachyusa americanoides Pasnik 2006","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Debris; Riparian zone; Plant litter; Maple; Riparian forest; Hydrology (agriculture); Litter","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":[0.00008096625,0.0004779135,0.0002618623,0.001468699,0.000873401,0.0003372367,0.000272091,0.0003009699,0.01311211],"category_scores_gemma":[0.0002310936,0.0001612406,0.0001545861,0.0008863562,0.0003718146,0.001033481,0.0006741821,0.0005017969,0.006277352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337055,"about_ca_system_score_gemma":0.0003060087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004311336,"about_ca_topic_score_gemma":0.009672618,"domain_scores_codex":[0.9998741,0.00001341868,0.00001536615,0.00004506123,0.00003738416,0.00001455465],"domain_scores_gemma":[0.9999233,0.00001175526,0.00002167776,0.000008087803,0.00002066073,0.00001448153],"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":[0.00142694,0.0002811327,0.0256381,0.00185681,0.0000711009,0.004802094,0.002861466,0.001799781,0.1303046,0.009586697,0.0453803,0.7759911],"study_design_scores_gemma":[0.0001271649,0.000748376,0.2401211,0.0006626081,0.0002130686,0.0152052,0.003462852,0.001237069,0.01125057,0.0039766,0.7229225,0.00007279749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3816222,0.006316191,0.006045672,0.0008442225,0.0006339481,0.0004050317,0.008738607,0.0006735214,0.5947205],"genre_scores_gemma":[0.9137794,0.003054884,0.00609745,0.0008728514,0.0001756307,0.0002130119,0.007120858,0.00005782087,0.06862812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01311211,"threshold_uncertainty_score":0.04386431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925519170005249,"score_gpt":0.2217297650746112,"score_spread":0.1924745733745587,"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."}}