{"id":"W7026779481","doi":"","title":"345 Anya Romanenko & Katya Verbitskaia, June 17, 2018 2018 06 18, 3.24 PM","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Biographical and Historical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surprise; Neighbourhood (mathematics); Architecture; Degree (music)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002074515,0.0006051536,0.0008453777,0.0002893448,0.0003361224,0.000197346,0.000601077,0.0005900598,0.9036065],"category_scores_gemma":[0.00005306911,0.0005219285,0.0006061813,0.00002055844,0.0009869591,8.58942e-7,0.0001511797,0.0004010313,0.1263669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007510044,"about_ca_system_score_gemma":0.00002943876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01864623,"about_ca_topic_score_gemma":0.04675342,"domain_scores_codex":[0.9972491,0.00007841569,0.001002471,0.0004103418,0.0007284891,0.0005311462],"domain_scores_gemma":[0.9978989,0.00008688995,0.0007960534,0.0006724845,0.000287314,0.0002584035],"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":[0.00005958655,0.0001307655,0.000001417472,0.0003632763,0.0002733805,0.00000708843,0.0006886987,0.000003618413,1.898572e-7,0.0005738732,0.9975886,0.0003095373],"study_design_scores_gemma":[0.0003968935,0.0001786256,0.000001917648,0.0002171629,0.0002947094,0.00001179019,0.0001282632,0.00000467606,9.875682e-7,0.00008891592,0.9980131,0.0006629001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001423427,0.0009456892,5.610182e-7,0.0005559529,0.001579982,0.0003022841,0.0004161751,0.000321177,0.995864],"genre_scores_gemma":[0.00008014787,0.0004909137,0.0003280435,0.0006875885,0.002059462,0.00001960788,0.0006660015,0.0001555229,0.9955127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7772395,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274040815856114,"score_gpt":0.1805417800790771,"score_spread":0.167801371920516,"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."}}