{"id":"W7032894059","doi":"","title":"Cities of Ladies","year":2021,"lang":"en","type":"other","venue":"University of the Arts London Research Online (University of the Arts London)","topic":"Stonefly species taxonomy and ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Animation; Feeling; Trilogy; Exhibition; Adventure; The arts; Vision; Wonder; Studio","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":[],"category_scores_codex":[0.0003242238,0.000255309,0.000667196,0.0005487102,0.0003761421,0.00000800306,0.002101983,0.0003092489,0.005287431],"category_scores_gemma":[0.00008137149,0.0002510257,0.0005013105,0.0006194815,0.002070089,0.0001071393,0.001676841,0.0007272368,0.00002822361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830382,"about_ca_system_score_gemma":0.0001889262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318557,"about_ca_topic_score_gemma":0.02745804,"domain_scores_codex":[0.9981822,0.000240919,0.0001715363,0.0003189437,0.0006064897,0.000479869],"domain_scores_gemma":[0.9979362,0.0002545496,0.0002628448,0.001180557,0.0002620877,0.0001037313],"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":[0.0002300956,0.0003880888,0.002907431,0.001435499,0.001340134,0.0001007083,0.00288975,0.002438914,0.001591596,0.004261608,0.9801382,0.002277986],"study_design_scores_gemma":[0.000976371,0.00007755392,0.006166714,0.0006817821,0.000128306,0.00000859157,0.009361549,0.0004920691,0.0007120249,0.0001585664,0.9809629,0.0002735864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.318805,0.004637529,0.0003047814,0.006393536,0.001669704,0.001443897,0.001375524,0.0002542895,0.6651157],"genre_scores_gemma":[0.098332,0.004889782,0.001986366,0.00003756587,0.000153452,1.537443e-7,0.00006153119,0.0001460207,0.8943931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2292774,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757698136270383,"score_gpt":0.2353122336618957,"score_spread":0.1977352522991919,"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."}}