{"id":"W6968596234","doi":"10.5281/zenodo.3541280","title":"NPA_ref6660","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":"Identification (biology); Context (archaeology); Focus (optics); Period (music)","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":[0.001179,0.002255117,0.003711202,0.01573576,0.003912262,0.01096929,0.004460115,0.004735618,0.9120821],"category_scores_gemma":[0.007401564,0.001326409,0.002421691,0.01699321,0.001222414,0.007849674,0.004514391,0.002518394,0.8205101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003970659,"about_ca_system_score_gemma":0.007322484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341843,"about_ca_topic_score_gemma":0.01386091,"domain_scores_codex":[0.9981095,0.0001052759,0.0002557129,0.0002670529,0.00100365,0.0002589096],"domain_scores_gemma":[0.9938887,0.0006467085,0.000312283,0.0005175091,0.003717076,0.000917645],"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":[0.00004534065,0.00003230085,0.00008954525,0.001623644,0.00001413272,0.00007628754,0.00002136076,0.00003515925,0.0002551259,0.001517679,0.9742877,0.02200166],"study_design_scores_gemma":[0.00003957172,0.00001571953,0.0007471971,0.0004955324,0.00001711972,0.00008367353,0.00003398298,0.00002907483,0.0001995535,0.0009413722,0.9973801,0.00001709257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004900373,0.006357457,0.000937472,0.00529248,0.04147508,0.0006237199,0.2494683,0.00341001,0.6919454],"genre_scores_gemma":[0.004169125,0.009192775,0.002855032,0.003472803,0.007445368,0.000642782,0.2581485,0.003278844,0.7107947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08791786,"threshold_uncertainty_score":0.1254042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584499502957436,"score_gpt":0.2565575014829846,"score_spread":0.2307125064534103,"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."}}