{"id":"W7017550085","doi":"","title":"Beams At The Works 2015","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroacoustic music; Sound (geography); Soundscape; Guitar; Poetry; The arts; Amateur","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008595507,0.001133683,0.0006020249,0.002047136,0.005797489,0.008981519,0.001342729,0.002297631,0.8285433],"category_scores_gemma":[0.001886474,0.0006095018,0.0007982468,0.001348129,0.0006237479,0.003014134,0.005051114,0.002678256,0.6477382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002908816,"about_ca_system_score_gemma":0.002471909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01719162,"about_ca_topic_score_gemma":0.07950776,"domain_scores_codex":[0.9988237,0.00006451454,0.0000302738,0.0001946356,0.0006935897,0.0001932873],"domain_scores_gemma":[0.9989409,0.00004625387,0.00002779063,0.0001377465,0.000452566,0.0003949087],"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":[0.00002409302,0.00002150887,0.00006804786,0.00002751525,0.000001611999,0.00002099157,0.00003800948,0.00001084122,0.000135526,0.002941942,0.9774225,0.01928741],"study_design_scores_gemma":[0.000002298167,0.000004700765,0.0001459779,0.00001675095,5.565676e-7,0.00000983633,0.00003207008,0.000007511384,0.00004143268,0.0001409904,0.9995955,0.000002363023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004328425,0.0009943221,0.0005908905,0.00187284,0.005030661,0.0001085675,0.003588166,0.001635412,0.9857465],"genre_scores_gemma":[0.001113538,0.0002781948,0.0002542266,0.0003562545,0.0002513084,0.00003177526,0.001335675,0.0003873814,0.9959915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1714567,"threshold_uncertainty_score":0.2445621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007990788963097403,"score_gpt":0.2019031765294346,"score_spread":0.1939123875663372,"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."}}