{"id":"W7056681109","doi":"","title":"Gormley - Robert Freberg - November 21st, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.000422114,0.0007699068,0.0003715981,0.0006368525,0.002415325,0.003180631,0.0005832707,0.001899075,0.7348621],"category_scores_gemma":[0.0009924102,0.0003980785,0.0002660945,0.0005506618,0.0003612183,0.001338906,0.001612072,0.002360925,0.5697252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779117,"about_ca_system_score_gemma":0.002401831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04310603,"about_ca_topic_score_gemma":0.2158931,"domain_scores_codex":[0.999667,0.00001597286,0.000006846647,0.00005342091,0.0001466354,0.000110181],"domain_scores_gemma":[0.999491,0.00002522004,0.00001415426,0.00002470499,0.0002139335,0.0002308886],"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":[0.00001383607,0.000009234245,0.00005098947,0.00001406597,4.613725e-7,0.00001944372,0.000007764336,0.000008437685,0.00008106766,0.0005000751,0.9911641,0.008130496],"study_design_scores_gemma":[0.000002345685,0.000005093374,0.0002911401,0.00001756141,4.327328e-7,0.00001271489,0.00003007412,0.00001099887,0.00005143478,0.00007059452,0.9995058,0.000001983872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006824833,0.001286664,0.0001915711,0.004668488,0.004052575,0.00008109107,0.002190922,0.0006418654,0.9862044],"genre_scores_gemma":[0.0003917793,0.0001394624,0.00002802294,0.0003248891,0.00003406252,0.000004974856,0.0002046599,0.00004770178,0.9988245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2651379,"threshold_uncertainty_score":0.378187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008011715371026913,"score_gpt":0.1892573043768646,"score_spread":0.1812455890058376,"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."}}