{"id":"W7025842460","doi":"","title":"Writers Corner: Natasha Deen with The Signs and Wonders of Tuna","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girl; Nothing; Key (lock); Alley","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003366472,0.0002311072,0.0002898971,0.0001129334,0.0001196877,0.00008568593,0.0008014625,0.0001311646,0.1012038],"category_scores_gemma":[0.00003111173,0.0001627655,0.00008047685,0.00002853839,0.0002384512,0.000001067248,0.0002982619,0.0002996761,0.0004612702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000340513,"about_ca_system_score_gemma":0.00006154044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318212,"about_ca_topic_score_gemma":0.0002385137,"domain_scores_codex":[0.9983822,0.00008225988,0.0004318279,0.0001586505,0.0007066517,0.000238474],"domain_scores_gemma":[0.9986343,0.0001325447,0.0005565771,0.0004564816,0.0001323066,0.0000877493],"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":[0.00003624466,0.00001716916,0.000006554507,0.0001889998,0.00003684559,0.000007255925,0.000596719,0.0001123817,2.987917e-7,0.0003203154,0.9961098,0.002567434],"study_design_scores_gemma":[0.0004133368,0.0003034062,0.00002183554,0.00005313667,0.0000251178,0.00006617168,0.0004037389,0.000138495,0.000009161548,0.000004339231,0.9983516,0.0002096346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009260233,0.0001483488,0.0000323157,0.0004248842,0.00008198868,0.0004562903,0.0001384695,0.00009235026,0.9985328],"genre_scores_gemma":[0.001984218,0.00009968369,0.00147535,0.0004875871,0.00002167297,0.00001944328,0.00008468175,0.0000382174,0.9957892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1007425,"threshold_uncertainty_score":0.8996179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006735823682291012,"score_gpt":0.1791276023439856,"score_spread":0.1723917786616946,"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."}}