{"id":"W7162164474","doi":"","title":"Foreword","year":2016,"lang":"en","type":"other","venue":"SAS-Space (University of London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Scholarship; Pleasure; Style (visual arts); Associate editor","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":[0.0001594903,0.0004365132,0.0007180686,0.0009292548,0.0001020651,0.000007491591,0.0009573147,0.0005788083,0.04689066],"category_scores_gemma":[0.00002340517,0.0004889141,0.0003649379,0.0003650637,0.0005994217,0.0001870249,0.0003599004,0.0002775213,0.05181556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223055,"about_ca_system_score_gemma":0.0001779302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022944,"about_ca_topic_score_gemma":0.01322386,"domain_scores_codex":[0.9981133,0.0001050665,0.00009927516,0.0006050746,0.0005421805,0.0005351425],"domain_scores_gemma":[0.9979908,0.00005999447,0.0006253115,0.0009922289,0.0001009134,0.0002307774],"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":[0.0001227884,0.00005722579,0.0003711052,0.000143097,0.0002804421,0.0001009951,0.0002971837,3.701952e-7,0.0003440973,0.003433569,0.9925551,0.002293971],"study_design_scores_gemma":[0.001684458,0.0000591317,0.0005014204,0.000525734,0.0002312277,0.000006721692,0.0007430897,0.000007059823,0.0000279553,0.0001238074,0.9955398,0.0005495294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006724164,0.0007525493,0.001260173,0.0007447056,0.000340112,0.0005021071,0.002230476,0.0007711209,0.9927263],"genre_scores_gemma":[0.001184658,0.0002993698,0.00343736,0.0000201654,0.0001805442,2.220594e-7,0.00005264751,0.0008813026,0.9939438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01092946,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007661629705870752,"score_gpt":0.2008772172829088,"score_spread":0.193215587577038,"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."}}