{"id":"W7012381774","doi":"","title":"Continuumix #23","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piano; Poetry; Simple (philosophy); Classical music","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":[0.0001161933,0.0002753052,0.0003470144,0.00008479369,0.000016126,0.00003460205,0.0002547939,0.0003103456,0.2390927],"category_scores_gemma":[0.00006359316,0.0002656186,0.00008589435,0.000008237423,0.00005681721,9.776667e-8,0.00004723588,0.0002924099,0.01335668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005065516,"about_ca_system_score_gemma":0.00001573853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007732464,"about_ca_topic_score_gemma":0.0005955634,"domain_scores_codex":[0.9988633,0.00001408309,0.0003515862,0.0001032356,0.0003762881,0.0002915366],"domain_scores_gemma":[0.9993728,0.00003505549,0.00007908825,0.0002670276,0.0001007603,0.0001452006],"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":[0.000008523012,0.000003558147,2.783562e-7,0.000575491,0.000052589,0.00001024094,0.0000435875,0.003270953,6.5969e-7,0.000007975183,0.9944628,0.001563367],"study_design_scores_gemma":[0.0002799523,0.0000366371,0.000002960455,0.0001454492,0.00001618365,0.00003390326,0.00001847385,0.0003135765,0.000008705318,0.000006013998,0.9988583,0.0002798936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002753728,0.0009225998,4.818452e-7,0.00001833045,0.0004599903,0.0002053695,0.0001819955,0.0005970818,0.9975866],"genre_scores_gemma":[0.0006896147,0.0002149505,0.0003149926,0.00001573068,0.0001955414,0.000008541271,0.0002097733,0.0001669862,0.9981838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.225736,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005508985410527194,"score_gpt":0.1784393274295018,"score_spread":0.1729303420189746,"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."}}