{"id":"W7062828542","doi":"","title":"World Book Night 2023 - We Remember:We Remember Public Telephone Boxes","year":2023,"lang":"en","type":"other","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Conversation; Happening; Czech","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":[0.0004965757,0.0006193884,0.000858773,0.003017569,0.0003537467,0.00008579061,0.001443611,0.001280536,0.6265619],"category_scores_gemma":[0.0002162942,0.0007538176,0.0003702232,0.002012312,0.0007785173,0.0005083518,0.0006159657,0.002226769,0.001179913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002440647,"about_ca_system_score_gemma":0.0002110373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202909,"about_ca_topic_score_gemma":0.03627376,"domain_scores_codex":[0.9958553,0.0001376113,0.0004515323,0.000900334,0.001329315,0.001325965],"domain_scores_gemma":[0.9973444,0.0003941574,0.0002208955,0.001461841,0.0002448875,0.0003337707],"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":[0.0000185918,0.00005239401,0.00001712212,0.0004005155,0.000420674,0.0005158358,0.0003915664,0.0001106639,0.0002588135,0.001136386,0.9924438,0.004233618],"study_design_scores_gemma":[0.0006210796,0.0001030209,6.003962e-7,0.00054689,0.00005212169,0.0000105369,0.3515503,0.0002832606,0.0009247739,0.0007965666,0.6443033,0.000807558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002741999,0.01146825,0.002165174,0.005307651,0.001152223,0.0007729892,0.0001207278,0.003283422,0.9757268],"genre_scores_gemma":[0.007004146,0.04304888,0.002292272,0.00006943636,0.0004094056,0.0000129664,0.0001004261,0.0008358819,0.9462266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.625382,"threshold_uncertainty_score":0.9995978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06441140079394231,"score_gpt":0.2817241696145402,"score_spread":0.2173127688205979,"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."}}