{"id":"W7002542404","doi":"","title":"M","year":2022,"lang":"ar","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islam; Brother; State (computer science); Supporter","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":[0.0003098919,0.0004056147,0.0004647954,0.0001043281,0.0002914258,0.0001838386,0.001311693,0.0001930658,0.7800605],"category_scores_gemma":[0.0000371008,0.0004596018,0.000295607,0.00003097866,0.000133102,3.031308e-7,0.0006486147,0.0004547056,0.1128548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117458,"about_ca_system_score_gemma":0.0001216831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027174,"about_ca_topic_score_gemma":0.0001627552,"domain_scores_codex":[0.9974382,0.00008912679,0.000871629,0.0004088922,0.0008311823,0.0003609711],"domain_scores_gemma":[0.9975901,0.0002145601,0.0008910859,0.0008602959,0.0002679566,0.0001760006],"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":[0.00001913637,0.00009348123,0.000001611774,0.0001695134,0.00006880241,0.000007925739,0.0004219543,0.007627996,1.443466e-7,0.008963759,0.9772515,0.005374139],"study_design_scores_gemma":[0.0003647985,0.0001405109,0.00002314953,0.00005308952,0.0000387576,0.0000495651,0.00007092821,0.001470423,0.000001763943,0.0006487059,0.9966842,0.0004541232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003271658,0.0002400417,0.00002601049,0.0008062124,0.000474091,0.0005653301,0.000189279,0.0001462913,0.99752],"genre_scores_gemma":[0.00202534,0.0001117202,0.004429232,0.0007427729,0.0002186601,0.00006061802,0.0003045353,0.00006889299,0.9920382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6672056,"threshold_uncertainty_score":0.9997855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007031842100169467,"score_gpt":0.1925536890943749,"score_spread":0.1855218469942055,"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."}}