{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001365581,0.0000429686,0.00004143887,0.000001353797,0.002662349,0.001152018,0.0003831357,0.00001783938,0.0004477745],"category_scores_gemma":[0.0001469406,0.00001157936,0.00002729684,0.0005345508,0.00003106086,0.0001089762,0.0001386684,0.00003888891,0.00007542015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002489478,"about_ca_system_score_gemma":0.00002951636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802168,"about_ca_topic_score_gemma":0.01276891,"domain_scores_codex":[0.999565,0.00005419532,0.0000646936,0.0001004618,0.00008992978,0.0001256988],"domain_scores_gemma":[0.9996099,0.0001544144,0.00001931048,0.00004239855,0.00006101817,0.0001129001],"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":[0.00001532722,0.00003326656,0.0002486104,1.00767e-7,0.000004727506,5.903291e-7,0.000008014013,0.000002360396,0.0003944952,0.0001440763,0.9951321,0.004016369],"study_design_scores_gemma":[0.00007061493,0.00008499972,0.008823458,0.000001679781,0.000005298824,0.00000447442,0.0004227974,0.00002373363,0.0001387886,0.004058026,0.9863069,0.00005920986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0290498,0.0002001679,0.000001772558,0.004058173,0.0003906372,0.0004175131,0.00007891389,0.00006745947,0.9657356],"genre_scores_gemma":[0.3469918,0.00002821579,0.00003544618,0.0003624113,0.0001850318,0.0001311622,0.00001157636,5.244783e-7,0.6522538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.317942,"threshold_uncertainty_score":0.9998849,"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."}}