{"id":"W7012106569","doi":"","title":"FPPEpisode 3","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Set (abstract data type); Focus (optics); Bar (unit); Period (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001385919,0.0002518069,0.0001838712,0.0005332408,0.007417127,0.003192662,0.000676622,0.00217714,0.1614862],"category_scores_gemma":[0.00440747,0.0001979946,0.0002700409,0.000610902,0.001004112,0.002203722,0.003155656,0.004001543,0.05296271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003796782,"about_ca_system_score_gemma":0.004005015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0331424,"about_ca_topic_score_gemma":0.07359664,"domain_scores_codex":[0.9991291,0.0002109232,0.0000173575,0.00008865055,0.0002170103,0.0003369572],"domain_scores_gemma":[0.9983334,0.0002734933,0.00003545022,0.00006372221,0.0005668162,0.000727069],"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":[0.00001860523,0.0000337028,0.0005597933,0.00002455408,5.96911e-7,0.0003298185,0.008399975,0.00001734327,0.0001558733,0.00613666,0.9690496,0.01527333],"study_design_scores_gemma":[0.000001503429,0.000005594786,0.000850043,0.00002902128,2.841865e-7,0.00008704174,0.008313172,0.00001234499,0.00005904532,0.0003280335,0.9903105,0.000003548565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01380884,0.0006713357,0.001069112,0.07853055,0.004746468,0.0001663326,0.001751864,0.00026053,0.8989949],"genre_scores_gemma":[0.02996201,0.0003404146,0.0003238433,0.01453806,0.0001894761,0.0001685891,0.0005053282,0.0001316838,0.9538407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8385138,"threshold_uncertainty_score":0.5402251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345714924056315,"score_gpt":0.2484268478525805,"score_spread":0.2249696986120173,"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."}}