{"id":"W6960875510","doi":"10.14288/1.0127609","title":"The Ubyssey","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001046446,0.0009401629,0.0008231704,0.001706128,0.005846526,0.01172318,0.001123944,0.002651197,0.6061589],"category_scores_gemma":[0.003730817,0.0006962898,0.0006466509,0.001818217,0.001438424,0.004511999,0.003428196,0.00498966,0.4755364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551346,"about_ca_system_score_gemma":0.006099117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06640229,"about_ca_topic_score_gemma":0.2017813,"domain_scores_codex":[0.9989561,0.00007231876,0.00003352695,0.0001360086,0.0006251012,0.0001769605],"domain_scores_gemma":[0.9975198,0.000192042,0.00006841326,0.0002109579,0.001295388,0.0007133661],"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":[0.000006301741,0.000002901878,0.00001941623,0.00001605285,5.574315e-7,0.000008848324,0.00001610457,0.000003314124,0.00002152382,0.0008489225,0.9922862,0.006769882],"study_design_scores_gemma":[8.478277e-7,0.000001065427,0.00008731753,0.00001735504,4.03161e-7,0.000007086308,0.00003910634,0.000002121044,0.00001392045,0.0001185856,0.9997106,0.000001573595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004357796,0.01495596,0.0005264076,0.03772812,0.07235151,0.00006126535,0.004544014,0.001457862,0.8679392],"genre_scores_gemma":[0.0006732501,0.00149052,0.00008996874,0.002224308,0.001485068,0.000007785161,0.0005669437,0.0003028053,0.9931593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3938411,"threshold_uncertainty_score":0.5617666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557223082558185,"score_gpt":0.2567839234950798,"score_spread":0.2012116926694979,"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."}}