{"id":"W7031057020","doi":"","title":"3am Mixtape 076","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Favourite; Cave; White (mutation); Cover (algebra)","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":[0.000123918,0.0002782565,0.0003419329,0.00007840805,0.00001948687,0.00004183405,0.0001994319,0.0003745524,0.1863715],"category_scores_gemma":[0.00002352443,0.0002747584,0.00007522898,0.000007034414,0.00003343035,1.454405e-7,0.00003359692,0.0001547942,0.01580754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004908775,"about_ca_system_score_gemma":0.00001451536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270472,"about_ca_topic_score_gemma":0.00165605,"domain_scores_codex":[0.9988882,0.00002385114,0.0004713809,0.0001084434,0.0002908726,0.0002172851],"domain_scores_gemma":[0.9993058,0.00001558519,0.0001787364,0.0002856752,0.0001084422,0.0001056929],"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":[0.000006509696,0.000007380281,3.989613e-7,0.0005418537,0.0000484192,0.000005402708,0.00010146,0.01836988,6.54106e-8,0.000005292515,0.9806321,0.000281214],"study_design_scores_gemma":[0.0002868011,0.00003683773,7.008894e-7,0.0002067785,0.00002688828,0.00002771737,0.00003023145,0.0006311305,0.000004916403,0.000002391112,0.9984564,0.0002892035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003597521,0.0006445292,0.00000406732,0.00001702307,0.0007541159,0.0002820391,0.0001320262,0.0005336785,0.9976289],"genre_scores_gemma":[0.0002424968,0.0001436225,0.0008884541,0.00003573335,0.0002641478,0.00001124496,0.0003277519,0.0001894974,0.997897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.170564,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004884406704218166,"score_gpt":0.1573565550327155,"score_spread":0.1524721483284973,"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."}}