{"id":"W7049559779","doi":"","title":"3am Mixtape 091","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evening","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":[0.0001567343,0.0002628726,0.0002943364,0.00008624087,0.00001688565,0.00003638501,0.0001977663,0.000337197,0.3321157],"category_scores_gemma":[0.00004057597,0.0002733884,0.00008685006,0.000006911687,0.00004409325,1.492379e-7,0.00002993711,0.0001875621,0.00982273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005394633,"about_ca_system_score_gemma":0.00002126506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004353721,"about_ca_topic_score_gemma":0.0005720308,"domain_scores_codex":[0.9988881,0.00002265638,0.0004183287,0.0001001064,0.000377179,0.0001936189],"domain_scores_gemma":[0.9993412,0.00001564897,0.0001448938,0.0002792438,0.0001038003,0.0001151848],"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":[0.000008407873,0.00001152648,2.335534e-7,0.0003353073,0.00003839564,0.000003562152,0.00004562412,0.0002320972,0.00000157793,0.0000184486,0.9980327,0.001272114],"study_design_scores_gemma":[0.0002401233,0.0000415347,5.427314e-7,0.0001604583,0.00002578536,0.00001630462,0.00002168832,0.00007813713,0.000067164,0.000007434494,0.9990611,0.0002797134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002268852,0.0005485062,0.00000407608,0.00003571295,0.000357899,0.0003175341,0.0001139034,0.00140897,0.9972112],"genre_scores_gemma":[0.0001632641,0.0002857206,0.001214476,0.0001310648,0.0001565823,0.00001660632,0.0002481127,0.0001624485,0.9976217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.322293,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00806690632040085,"score_gpt":0.1771160661336676,"score_spread":0.1690491598132668,"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."}}