{"id":"W6931482872","doi":"10.5281/zenodo.3541231","title":"NPA_ref4798","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Front cover; Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001061024,0.001747565,0.003073854,0.009378289,0.00403063,0.009815006,0.004431556,0.004677481,0.9124393],"category_scores_gemma":[0.008329648,0.001336967,0.002086903,0.01262453,0.001188802,0.008128757,0.003954338,0.002559724,0.8255898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003924095,"about_ca_system_score_gemma":0.006997624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173008,"about_ca_topic_score_gemma":0.01022307,"domain_scores_codex":[0.9980483,0.0001079734,0.0002660081,0.0002918242,0.001050024,0.0002358516],"domain_scores_gemma":[0.9946908,0.0006817622,0.0002486265,0.0004788409,0.003233282,0.0006665232],"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":[0.0000459472,0.00002531925,0.0000843764,0.001632872,0.00001239472,0.0001033479,0.00002581016,0.00003546714,0.0002872912,0.001598194,0.9775159,0.01863322],"study_design_scores_gemma":[0.00003705207,0.00001469198,0.00055284,0.0004883356,0.00001263777,0.0001445009,0.00003176808,0.00002839307,0.000238435,0.0008615542,0.9975746,0.00001519499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005285805,0.007267643,0.001334227,0.005410515,0.03924293,0.0007236216,0.2878712,0.003715988,0.6539052],"genre_scores_gemma":[0.005986017,0.01083975,0.002637525,0.004427349,0.007008929,0.0007496059,0.3156278,0.003219928,0.6495032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08756065,"threshold_uncertainty_score":0.1248946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582459843585898,"score_gpt":0.2565701968441975,"score_spread":0.2307455984083385,"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."}}