{"id":"W7113755290","doi":"","title":"#HASHTAG","year":2020,"lang":"en","type":"other","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Vision; The arts; Metaphor; George (robot); State (computer science); Principal (computer security)","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":[0.0006706858,0.0004153562,0.0008207511,0.001378036,0.0001978665,0.00007399169,0.001683628,0.0005208888,0.03773708],"category_scores_gemma":[0.0001472708,0.000522242,0.0004624634,0.001278843,0.001589616,0.0006005836,0.001140221,0.00131451,0.01145226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000926829,"about_ca_system_score_gemma":0.0008387915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009319549,"about_ca_topic_score_gemma":0.008550982,"domain_scores_codex":[0.9950162,0.0004395075,0.0002022556,0.0009868674,0.002434688,0.0009204572],"domain_scores_gemma":[0.9978377,0.0001240296,0.0003702311,0.001005655,0.0001647434,0.0004976661],"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":[0.0002222117,0.000217466,0.0003939997,0.0003087045,0.000484179,0.001586589,0.0005114099,0.000001137172,0.0007116693,0.007000771,0.9880371,0.0005247414],"study_design_scores_gemma":[0.001182809,0.0003193193,0.001400266,0.000534316,0.0001048947,0.00001234232,0.01298044,0.00003217319,0.00004517071,0.0005083708,0.9821988,0.0006811491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000922412,0.0008274933,0.0001066866,0.0002439128,0.0001295902,0.0007559643,0.002707142,0.0003407357,0.993966],"genre_scores_gemma":[0.04218344,0.0006699088,0.0002757251,0.00001668613,0.0002507468,6.607901e-7,0.0008251538,0.0009360607,0.9548416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04126102,"threshold_uncertainty_score":0.9997229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456970304646675,"score_gpt":0.3202324363329476,"score_spread":0.2456627332864809,"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."}}